This project begins from the simple premise that the task of endogenizing the NK search landscape can be done by representing the search environment as a binary bipartite network of M actors affiliating with N components. This bipartite network can be then be analyzed according to the Stochastic Actor-Oriented Model (SAOM) (Snijders, 1996).

Thus, the Stochastic Actor-Oriented MNK model, abbrivated SaoMNK, is designed for running strategic search simulation, testing, and experimentation by leveraging the RSiena package, an R implementation of
Simulation Investigation for Empirical Network Analysis (SIENA).

This tutorial offers a basic introduction to SaoMNK.

###############  Load R6 Class DEPENDENCIES ############################
## Biparite Environment Search Simulation Class
SaomNkRSienaBiEnv <- source(file.path(dir_r, 'SAOM_NK_R6_model.R'))$value
# ## RSiena search Class
# SaomNkRSienaBiEnv_search_rsiena <- source(file.path(dir_proj, 'SAOM_NK_R6_search_rsiena_model.R'))$value
## default settings: Users do not change; TODO: implment within restricted class attributes
DV_NAME <- 'self$bipartite_rsienaDV'
#
steps_per_actor <- 50

1. NO Endogenous Noise in Environment (Structural Effects = 0)

1.1 Environment Configuration

#
environ_params <- list(
  M = 12,       ## Actors
  N = 12,       ## Components
  BI_PROB = 1, ## Environmental Density (DGP hyperparameter)
  component_matrix_start = 'rand', ##**TODO** Implement: 'rand','modular','semi-modular',...
  rand_seed = 1234,
  plot_init = F,
  name = '_test_tutorial_nb_'
)
#
env1 <- SaomNkRSienaBiEnv$new(environ_params)
## 
## TEST FROM CALLED CLASS INIT *BEFORE* BASE INIT
## 
## CALLED _BASE_ INIT
## 
## TEST FROM CALLED CLASS INIT *AFTER* BASE INIT
print(c(env1$M, env1$N))
## [1] 12 12
library(Matrix)  # For block diagonal matrices
#
create_block_diag <- function(N, B) {
  # Determine the approximate block size
  block_sizes <- rep(N %/% B, B)  # Equal-sized blocks
  block_sizes[1:(N %% B)] <- if (N %% B == 0) {
    block_sizes[1:(N %% B)]   # Adjust for remainder
  } else {
    block_sizes[1:(N %% B)] + 1
  }
  # Create individual binary blocks
  blocks <- lapply(block_sizes, function(s) matrix(1, nrow = s, ncol = s))
  # Combine blocks into a block diagonal matrix
  block_diag_matrix <- as.matrix(bdiag(blocks))  # Convert sparse to standard matrix
  # Ensure exact NxN dimensions
  block_diag_matrix <- block_diag_matrix[1:N, 1:N]  # Trim to N x N
  # return
  return(block_diag_matrix)
}
# Example usage:
N <- 6  # Number of rows/columns
B <- 2  # Number of blocks
block_matrix <- create_block_diag(8, 2)
# Print the matrix
print(block_matrix)
##      [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8]
## [1,]    1    1    1    1    0    0    0    0
## [2,]    1    1    1    1    0    0    0    0
## [3,]    1    1    1    1    0    0    0    0
## [4,]    1    1    1    1    0    0    0    0
## [5,]    0    0    0    0    1    1    1    1
## [6,]    0    0    0    0    1    1    1    1
## [7,]    0    0    0    0    1    1    1    1
## [8,]    0    0    0    0    1    1    1    1

1.2 Structrual Model

SAOM Objective Function serves as the stochastic actor’s utility function for strategic search.

#
strategies <- list(
  egoX   =   c(-1, 0, 1),
  inPopX =   c( 1, 0, -1)
)

## 2.b. Component Payoffs vector
set.seed(12345)
component_payoffs <-  runif(environ_params$N, min = 0, max = 1)
## 2. Strategies sets the objective function as a linear combination of network stats across DVs
#
actor_strats_list <- lapply(strategies, function(strat) rep(strat,  environ_params$M/length(strat)) )

component_int_mat <- create_block_diag(environ_params$N, round(environ_params$N/3))

# dyad_cov_XWX <- ( outer(component_payoffs, component_payoffs, '*') * 
#     create_block_diag(environ_params$N, round(environ_params$N/3))
# )

dyad_cov_X <- matrix(runif(n = environ_params$N*environ_params$M, min = -.5, max= 1), nrow=environ_params$M)
# dyad_cov_X <- matrix(runif(environ_params$N*environ_params$M) - runif(environ_params$N*environ_params$M), 
#                      nrow=environ_params$M) 

# dyad_cov_XWX_X <- t( dyad_cov_XWX %*% t(dyad_cov_X) )

#
structure_model <- list(
  dv_bipartite = list(
    name = 'self$bipartite_rsienaDV',
    effects = list( ##**STRUCTURAL EFFECTS -- dyadic/network endogeneity sources**
      list(effect='density', parameter= 0, dv_name=DV_NAME, fix=T ), ##interaction1 = NULL
      list(effect='inPop',   parameter= 0, dv_name=DV_NAME, fix=T ), #interaction1 = NUL
      list(effect='outAct',  parameter= 0, dv_name=DV_NAME, fix=T )
    ),
    ## COVARIATE EFFECTS
    coCovars = list( 
      ##** COMPONENTS : MONADIC CONSTANT COVARIATE EFFECTS **##
      # list(effect='altX',   parameter= 0, dv_name=DV_NAME, fix=T,
      #      interaction1='self$component_1_coCovar', x = component_payoffs 
      # ),
      # list(effect='outActX',   parameter= 0, dv_name=DV_NAME, fix=T,
      #      interaction1='self$component_1_coCovar', x = component_payoffs 
      # ),
      ##** STRATEGIES : MONADIC CONSTANT COVARIATE EFFECTS **##
      list(effect='egoX',   parameter= 0,  dv_name=DV_NAME, fix=T,
           interaction1='self$strat_1_coCovar',   x = actor_strats_list[[1]] 
      ), #interaction1 = NULL
      list(effect='inPopX', parameter= 0,  dv_name=DV_NAME, fix=T,
           interaction1='self$strat_2_coCovar',  x = actor_strats_list[[2]]
      ) ,
      list(effect='totInDist2', parameter= 0,  dv_name=DV_NAME, fix=T,
           interaction1='self$strat_3_coCovar',  x = (actor_strats_list[[1]] - actor_strats_list[[2]] )
      )
    ),
    ##**MONADIC TIME-VARYING COVARIATE EFFECTS -- DYNAMIC STRATEGY PROGRAMS**
    varCovars = list(),
    ##**DYADIC CONSTANT COVARIATE EFFECTS -- EXOGENOUS INTERACTION MATRIX**
    coDyadCovars = list(
      list(effect='XWX',   parameter= .1, dv_name=DV_NAME, fix=T, nodeSet=c('COMPONENTS','COMPONENTS'),##if M=N, must provide nodeSet
           interaction1='self$component_1_coDyadCovar',
           x = component_int_mat ## component-[actor]-component dyads
      ) ,
      list(effect='X',   parameter= 0, dv_name=DV_NAME, fix=T, nodeSet=c('ACTORS','COMPONENTS'), ##if M=N, must provide nodeSet
           interaction1='self$component_2_coDyadCovar',
           x = dyad_cov_X ## deltas = changes of payoff contributions from each actor-component
      )
    ),
     ##**DYADIC TIME-VARYING COVARIATE EFFECTS -- DYNAMIC INTERACTION MATRIX**
    varDyadCovars = list(),
    interactions = list(
      list(effect='egoX|XWX',   parameter= 0, dv_name=DV_NAME, fix=T,
           interaction1='self$strat_1_coCovar',
           interaction2='self$component_1_coDyadCovar'
      ),
      list(effect='inPopX|X',   parameter= 0, dv_name=DV_NAME, fix=T,
           interaction1='self$strat_2_coCovar',
           interaction2='self$component_2_coDyadCovar'
      ),
      list(effect='totInDist2|X',   parameter= 0, dv_name=DV_NAME, fix=T,
           interaction1='self$strat_3_coCovar',
           interaction2='self$component_2_coDyadCovar'
      )
    )
  )
)
env1$preview_effects(structure_model, filter=FALSE)
## Effects documentation written to file C:/Users/sdr8y/OneDrive - University of Missouri/Research/Search_networks/SaoMNK/R/_rsiena_effects_doc_.html .
# ## Uncomment for HTML output with filterable data table
# env1$preview_effects(structure_model, filter=TRUE)

1.3 Run RSiena Search Process

## TODO:  PICK UP WITH coDydCovar Interation Matrix

## Run Rsiena search using variable parameters in theta_matrix
env1$search_rsiena(
  structure_model,
  iterations = env1$M * steps_per_actor,
  digits = 4,
  run_seed = 12345
)
## 
## 
## self$rsiena_data : 
## 
## Dependent variables:  self$bipartite_rsienaDV 
## Number of observations: 2 
## 
## Nodesets                 ACTORS      COMPONENTS 
## Number of nodes              12              12 
## 
## Dependent variable self$bipartite_rsienaDV
## Type               bipartite              
## Observations       2                      
## First nodeset      ACTORS                 
## Second nodeset     COMPONENTS             
## Densities          1 1                    
## 
## Constant covariates:  self$strat_1_coCovar, self$strat_2_coCovar, self$strat_3_coCovar 
## Constant dyadic covariates:  self$component_1_coDyadCovar, self$component_2_coDyadCovar 
## 
##  structural effects i=1, j=1
## $effect
## [1] "density"
## 
## $parameter
## [1] 0
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
##   effectName          include fix  test  initialValue parm
## 1 outdegree (density) TRUE    TRUE FALSE    1.60944   0   
##   effectName          include fix  test  initialValue parm
## 1 outdegree (density) TRUE    TRUE FALSE          0   0   
## 
##  structural effects i=1, j=2
## $effect
## [1] "inPop"
## 
## $parameter
## [1] 0
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
##   effectName            include fix  test  initialValue parm
## 1 indegree - popularity TRUE    TRUE FALSE          0   0   
##   effectName            include fix  test  initialValue parm
## 1 indegree - popularity TRUE    TRUE FALSE          0   0   
## 
##  structural effects i=1, j=3
## $effect
## [1] "outAct"
## 
## $parameter
## [1] 0
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
##   effectName           include fix  test  initialValue parm
## 1 outdegree - activity TRUE    TRUE FALSE          0   0   
##   effectName           include fix  test  initialValue parm
## 1 outdegree - activity TRUE    TRUE FALSE          0   0   
## 
##  coCovars i=1, j=1
## $effect
## [1] "egoX"
## 
## $parameter
## [1] 0
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $interaction1
## [1] "self$strat_1_coCovar"
## 
## $x
##  [1] -1  0  1 -1  0  1 -1  0  1 -1  0  1
## 
##   effectName               include fix  test  initialValue parm
## 1 self$strat_1_coCovar ego TRUE    TRUE FALSE          0   0   
##   effectName               include fix  test  initialValue parm
## 1 self$strat_1_coCovar ego TRUE    TRUE FALSE          0   0   
## 
##  coCovars i=1, j=2
## $effect
## [1] "inPopX"
## 
## $parameter
## [1] 0
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $interaction1
## [1] "self$strat_2_coCovar"
## 
## $x
##  [1]  1  0 -1  1  0 -1  1  0 -1  1  0 -1
## 
##   effectName                                    include fix  test  initialValue
## 1 ind. pop.^(1/#) weighted self$strat_2_coCovar TRUE    TRUE FALSE          0  
##   parm
## 1 1   
##   effectName                                    include fix  test  initialValue
## 1 ind. pop.^(1/#) weighted self$strat_2_coCovar TRUE    TRUE FALSE          0  
##   parm
## 1 0   
## 
##  coCovars i=1, j=3
## $effect
## [1] "totInDist2"
## 
## $parameter
## [1] 0
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $interaction1
## [1] "self$strat_3_coCovar"
## 
## $x
##  [1] -2  0  2 -2  0  2 -2  0  2 -2  0  2
## 
##   effectName                               include fix  test  initialValue parm
## 1 self$strat_3_coCovar tot in-alter dist 2 TRUE    TRUE FALSE          0   0   
##   effectName                               include fix  test  initialValue parm
## 1 self$strat_3_coCovar tot in-alter dist 2 TRUE    TRUE FALSE          0   0   
## 
##  coDyadCovars i=1, j=1
## $effect
## [1] "XWX"
## 
## $parameter
## [1] 0.1
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $nodeSet
## [1] "COMPONENTS" "COMPONENTS"
## 
## $interaction1
## [1] "self$component_1_coDyadCovar"
## 
## $x
##       [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12]
##  [1,]    1    1    1    0    0    0    0    0    0     0     0     0
##  [2,]    1    1    1    0    0    0    0    0    0     0     0     0
##  [3,]    1    1    1    0    0    0    0    0    0     0     0     0
##  [4,]    0    0    0    1    1    1    0    0    0     0     0     0
##  [5,]    0    0    0    1    1    1    0    0    0     0     0     0
##  [6,]    0    0    0    1    1    1    0    0    0     0     0     0
##  [7,]    0    0    0    0    0    0    1    1    1     0     0     0
##  [8,]    0    0    0    0    0    0    1    1    1     0     0     0
##  [9,]    0    0    0    0    0    0    1    1    1     0     0     0
## [10,]    0    0    0    0    0    0    0    0    0     1     1     1
## [11,]    0    0    0    0    0    0    0    0    0     1     1     1
## [12,]    0    0    0    0    0    0    0    0    0     1     1     1
## 
##   effectName                                    include fix  test  initialValue
## 1 XW=>X closure of self$component_1_coDyadCovar TRUE    TRUE FALSE          0  
##   parm
## 1 0   
##   effectName                                    include fix  test  initialValue
## 1 XW=>X closure of self$component_1_coDyadCovar TRUE    TRUE FALSE          0  
##   parm
## 1 0.1 
## 
##  coDyadCovars i=1, j=2
## $effect
## [1] "X"
## 
## $parameter
## [1] 0
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $nodeSet
## [1] "ACTORS"     "COMPONENTS"
## 
## $interaction1
## [1] "self$component_2_coDyadCovar"
## 
## $x
##               [,1]        [,2]        [,3]        [,4]       [,5]         [,6]
##  [1,]  0.603527429  0.46681395  0.80319235 -0.41741927  0.6873517  0.059404367
##  [2,] -0.498295120  0.08474273  0.85623200  0.43831420 -0.1119735  0.003707558
##  [3,]  0.086805003  0.54781546  0.42613685  0.94670543  0.9789757 -0.427622971
##  [4,]  0.193741981  0.31608680 -0.29895255  0.74095430  0.6353106  0.428421309
##  [5,]  0.082215972 -0.16029923  0.67328992 -0.02745765  0.9696674  0.942170938
##  [6,]  0.103727713  0.22683663  0.14379823 -0.18046182 -0.1715782  0.482440764
##  [7,] -0.231554623  0.68951075  0.89091096  0.59874418  0.9230608  0.265437987
##  [8,]  0.927488131 -0.49101856  0.65986484  0.24886153 -0.2758131 -0.274852684
##  [9,]  0.180592110 -0.21843133 -0.11047813  0.59465796  0.4005355  0.805671821
## [10,] -0.009871387  0.52275043 -0.01816299 -0.37949593  0.9196461  0.271662517
## [11,]  0.948122985  0.05515619 -0.40970726  0.15329573  0.5325300 -0.487028130
## [12,]  0.561222816  0.04243836 -0.43481532 -0.14512932  0.2583006 -0.471207852
##              [,7]       [,8]        [,9]       [,10]      [,11]       [,12]
##  [1,] -0.28323215  0.5801748 -0.12332339  0.33918510  0.7191507 -0.27948818
##  [2,] -0.04245237  0.6249194 -0.17739638  0.27237634  0.4947419  0.93860569
##  [3,]  0.73848529 -0.3565392  0.41421407 -0.36543221  0.9167120  0.98516567
##  [4,]  0.25351696  0.0967388  0.07516695  0.52487586  0.8122661  0.24465896
##  [5,]  0.70535894 -0.0583019  0.63290657  0.56495807  0.5460568  0.87947147
##  [6,] -0.40904003  0.4258805  0.06960436  0.70034733 -0.2224387  0.05819521
##  [7,]  0.89193270  0.9614112  0.69245810  0.91611762 -0.3536835  0.74058617
##  [8,]  0.71226783  0.4273181  0.85853670 -0.22003079  0.7116400  0.33856442
##  [9,] -0.38177999  0.2820538  0.97603926 -0.08203658  0.2826665  0.69350681
## [10,]  0.40139242  0.8537557  0.38192196  0.66139493  0.5403110  0.02803262
## [11,]  0.57216982  0.4561816 -0.48580392 -0.44982858 -0.1755056 -0.18720849
## [12,]  0.27076848  0.7964517 -0.01881190  0.50787721  0.4449143  0.67717094
## 
## There is no effect with short name X, 
## and with interaction1 = <>, interaction2 = <>, and type = <eval>, 
## for dependent variable self$bipartite_rsienaDV .
## See effectsDocumentation() for this effects object.
##   effectName                   include fix  test  initialValue parm
## 1 self$component_2_coDyadCovar TRUE    TRUE FALSE          0   0   
## 
##  interactions i=1, j=1
## $effect
## [1] "egoX|XWX"
## 
## $parameter
## [1] 0
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $interaction1
## [1] "self$strat_1_coCovar"
## 
## $interaction2
## [1] "self$component_1_coDyadCovar"
## 
## $effects
## [1] "egoX" "XWX" 
## 
##   effectName                                                              
## 1 self$strat_1_coCovar ego x XW=>X closure of self$component_1_coDyadCovar
##   include fix  test  initialValue parm effect1 effect2
## 1 TRUE    TRUE FALSE          0   0    89      81     
## 
##  interactions i=1, j=2
## $effect
## [1] "inPopX|X"
## 
## $parameter
## [1] 0
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $interaction1
## [1] "self$strat_2_coCovar"
## 
## $interaction2
## [1] "self$component_2_coDyadCovar"
## 
## $effects
## [1] "inPopX" "X"     
## 
##   effectName                                                                  
## 1 ind. pop.^(1/0) weighted self$strat_2_coCovar x self$component_2_coDyadCovar
##   include fix  test  initialValue parm effect1 effect2
## 1 TRUE    TRUE FALSE          0   0    170     86     
## 
##  interactions i=1, j=3
## $effect
## [1] "totInDist2|X"
## 
## $parameter
## [1] 0
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $interaction1
## [1] "self$strat_3_coCovar"
## 
## $interaction2
## [1] "self$component_2_coDyadCovar"
## 
## $effects
## [1] "totInDist2" "X"         
## 
##   effectName                                                             
## 1 self$strat_3_coCovar tot in-alter dist 2 x self$component_2_coDyadCovar
##   include fix  test  initialValue parm effect1 effect2
## 1 TRUE    TRUE FALSE          0   0    209     86     
## [1] "density"
## [1] "inPop"
## [1] "outAct"
## [1] "XWX"
## [1] "X"
## [1] "egoX"
## [1] "inPopX"
## [1] "totInDist2"
## [1] "egoX|XWX"
## [1] "inPopX|X"
## [1] "totInDist2|X"
## 
## 
##  theta_matrix : 
## 
##        density inPop outAct XWX X egoX inPopX totInDist2 egoX|XWX inPopX|X
##   [1,]       0     0      0 0.1 0    0      0          0        0        0
##   [2,]       0     0      0 0.1 0    0      0          0        0        0
##   [3,]       0     0      0 0.1 0    0      0          0        0        0
##   [4,]       0     0      0 0.1 0    0      0          0        0        0
##   [5,]       0     0      0 0.1 0    0      0          0        0        0
##   [6,]       0     0      0 0.1 0    0      0          0        0        0
##   [7,]       0     0      0 0.1 0    0      0          0        0        0
##   [8,]       0     0      0 0.1 0    0      0          0        0        0
##   [9,]       0     0      0 0.1 0    0      0          0        0        0
##  [10,]       0     0      0 0.1 0    0      0          0        0        0
##  [11,]       0     0      0 0.1 0    0      0          0        0        0
##  [12,]       0     0      0 0.1 0    0      0          0        0        0
##  [13,]       0     0      0 0.1 0    0      0          0        0        0
##  [14,]       0     0      0 0.1 0    0      0          0        0        0
##  [15,]       0     0      0 0.1 0    0      0          0        0        0
##  [16,]       0     0      0 0.1 0    0      0          0        0        0
##  [17,]       0     0      0 0.1 0    0      0          0        0        0
##  [18,]       0     0      0 0.1 0    0      0          0        0        0
##  [19,]       0     0      0 0.1 0    0      0          0        0        0
##  [20,]       0     0      0 0.1 0    0      0          0        0        0
##  [21,]       0     0      0 0.1 0    0      0          0        0        0
##  [22,]       0     0      0 0.1 0    0      0          0        0        0
##  [23,]       0     0      0 0.1 0    0      0          0        0        0
##  [24,]       0     0      0 0.1 0    0      0          0        0        0
##  [25,]       0     0      0 0.1 0    0      0          0        0        0
##  [26,]       0     0      0 0.1 0    0      0          0        0        0
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## If you use this algorithm object, siena07 will create/use an output file C:/Users/sdr8y/OneDrive - University of Missouri/Research/Search_networks/SaoMNK/R/_test_tutorial_nb__173939300521.txt .
## 
## Start phase 0 
## theta: 0 0 0 0 0 0 0 0 0 0 0 
## 
## Start phase 3 
## Phase 3 Iteration 100 Progress 17%
## Phase 3 Iteration 200 Progress 33%
## Phase 3 Iteration 300 Progress 50%
## Phase 3 Iteration 400 Progress 67%
## Phase 3 Iteration 500 Progress 83%
## Phase 3 Iteration 600 Progress 100%
## Parameter values used for simulations
## 
##                                                                                         Mean      Standard      
##                                                                                           value   Deviation     
## 
## Rate parameters: 
##   0        Rate parameter                                                                NA     ( NA        )   
## 
## Other parameters: 
##    1. eval outdegree (density)                                                          0.0     ( NA        )   
##    2. eval indegree - popularity                                                        0.0     ( NA        )   
##    3. eval outdegree - activity                                                         0.0     ( NA        )   
##    4. eval XW=>X closure of self$component_1_coDyadCovar                                0.1     ( NA        )   
##    5. eval self$component_2_coDyadCovar                                                 0.0     ( NA        )   
##    6. eval self$strat_1_coCovar ego                                                     0.0     ( NA        )   
##    7. eval ind. pop.^(1/0) weighted self$strat_2_coCovar                                0.0     ( NA        )   
##    8. eval self$strat_3_coCovar tot in-alter dist 2                                     0.0     ( NA        )   
##    9. eval self$strat_1_coCovar ego x XW=>X closure of self$component_1_coDyadCovar     0.0     ( NA        )   
##   10. eval ind. pop.^(1/0) weighted self$strat_2_coCovar x self$component_2_coDyadCovar 0.0     ( NA        )   
##   11. eval self$strat_3_coCovar tot in-alter dist 2 x self$component_2_coDyadCovar      0.0     ( NA        )   
## 
## Simulated means and standard deviations
##   1. Number of ties                                                               143.118    0.323 
##   2. Sum of squared indegrees                                                    1707.722    7.435 
##   3. Sum of squared outdegrees                                                   1707.722    7.435 
##   4. XW=>X closure of self$component_1_coDyadCovar                                284.473    1.293 
##   5. Sum of ties x self$component_2_coDyadCovar                                     0.024    0.416 
##   6. Sum of outdegrees x self$strat_1_coCovar                                       0.018    0.772 
##   7. indegree pop.^(1/0) weighted self$strat_2_coCovar                             -0.202    8.490 
##   8. self$strat_3_coCovar tot in-alter dist 2                                       0.367   15.436 
##   9. self$strat_1_coCovar ego x XW=>X closure of self$component_1_coDyadCovar       0.073    3.087 
##  10. ind. pop.^(1/0) weighted self$strat_2_coCovar x self$component_2_coDyadCovar   0.054    0.945 
##  11. self$strat_3_coCovar tot in-alter dist 2 x self$component_2_coDyadCovar       12.445    2.102 
## 
## 
## Simulated statistics are in x$sf
## and simulated dependent variables in x$sims, where x is the created object.
## 
## Total of 600 iteration steps.
## 
## Covariance matrix of estimates (correlations below diagonal)
## 
##            0            0            0            0            0            0            0            0            0            0            0
##          NaN            0            0            0            0            0            0            0            0            0            0
##          NaN          NaN            0            0            0            0            0            0            0            0            0
##          NaN          NaN          NaN            0            0            0            0            0            0            0            0
##          NaN          NaN          NaN          NaN            0            0            0            0            0            0            0
##          NaN          NaN          NaN          NaN          NaN            0            0            0            0            0            0
##          NaN          NaN          NaN          NaN          NaN          NaN            0            0            0            0            0
##          NaN          NaN          NaN          NaN          NaN          NaN          NaN            0            0            0            0
##          NaN          NaN          NaN          NaN          NaN          NaN          NaN          NaN            0            0            0
##          NaN          NaN          NaN          NaN          NaN          NaN          NaN          NaN          NaN            0            0
##          NaN          NaN          NaN          NaN          NaN          NaN          NaN          NaN          NaN          NaN            0
## 
## Derivative matrix of expected statistics X by parameters:
## 
##        0.104        2.400        2.400        0.417       -0.003       -0.002        0.024        0.000       -0.009       -0.006        0.020
##        1.252       28.795       28.795        5.008       -0.034       -0.026        0.286        0.000       -0.104       -0.077        0.236
##        2.400       55.191       55.191        9.598       -0.064       -0.050        0.549        0.000       -0.200       -0.148        0.453
##        0.417        9.598        9.598        1.669       -0.011       -0.009        0.095        0.000       -0.035       -0.026        0.079
##       -0.002       -0.041       -0.041       -0.007        0.155        0.006       -0.064        0.000        0.023        0.012       -0.049
##       -0.005       -0.126       -0.126       -0.022       -0.003        0.066       -0.724        0.000        0.263        0.010       -0.023
##        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000
##        0.000        0.000        0.000        0.000        0.000        0.000        0.000        1.000        0.000        0.000        0.000
##       -0.022       -0.503       -0.503       -0.087       -0.012        0.263       -2.898        0.000        1.054        0.040       -0.091
##        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000
##        0.006        0.130        0.130        0.023       -0.028       -0.010        0.105        0.000       -0.038       -0.078        0.551
## 
## Covariance matrix of X (correlations below diagonal):
## 
##        0.105        2.404        2.404        0.418       -0.003       -0.002        0.024       -0.043       -0.009       -0.006        0.020
##        1.000       55.283       55.283        9.614       -0.064       -0.050        0.550       -1.000       -0.200       -0.148        0.453
##        1.000        1.000       55.283        9.614       -0.064       -0.050        0.550       -1.000       -0.200       -0.148        0.453
##        1.000        1.000        1.000        1.672       -0.011       -0.009        0.096       -0.174       -0.035       -0.026        0.079
##       -0.021       -0.021       -0.021       -0.021        0.173       -0.029        0.323       -0.587       -0.117        0.005       -0.036
##       -0.009       -0.009       -0.009       -0.009       -0.091        0.596       -6.552       11.913        2.383        0.088       -0.197
##        0.009        0.009        0.009        0.009        0.091       -1.000       72.074     -131.044      -26.209       -0.969        2.166
##       -0.009       -0.009       -0.009       -0.009       -0.091        1.000       -1.000      238.263       47.653        1.763       -3.938
##       -0.009       -0.009       -0.009       -0.009       -0.091        1.000       -1.000        1.000        9.531        0.353       -0.788
##       -0.021       -0.021       -0.021       -0.021        0.013        0.121       -0.121        0.121        0.121        0.892       -1.892
##        0.029        0.029        0.029        0.029       -0.042       -0.121        0.121       -0.121       -0.121       -0.953        4.420
## 
## 
## 
## Simulated Decision Chain Summary:
## 
##    dv_type           dv_type_bin  dv_varname           id_from      
##  Length:600         Min.   :0    Length:600         Min.   : 1.000  
##  Class :character   1st Qu.:0    Class :character   1st Qu.: 4.000  
##  Mode  :character   Median :0    Mode  :character   Median : 7.000  
##                     Mean   :0                       Mean   : 6.665  
##                     3rd Qu.:0                       3rd Qu.:10.000  
##                     Max.   :0                       Max.   :12.000  
##      id_to        beh_difference reciprocal_rate   LogOptionSetProb
##  Min.   : 1.000   Min.   :0      Min.   :0.08333   Min.   :-2.485  
##  1st Qu.: 4.000   1st Qu.:0      1st Qu.:0.08333   1st Qu.:-2.485  
##  Median : 7.000   Median :0      Median :0.08333   Median :-2.485  
##  Mean   : 7.245   Mean   :0      Mean   :0.08333   Mean   :-2.485  
##  3rd Qu.:11.000   3rd Qu.:0      3rd Qu.:0.08333   3rd Qu.:-2.485  
##  Max.   :13.000   Max.   :0      Max.   :0.08333   Max.   :-2.485  
##  LogChoiceProb      diagonal         stability       tie_change     
##  Min.   :-2.602   Length:600         Mode :logical   Mode :logical  
##  1st Qu.:-2.602   Class :character   FALSE:529       FALSE:71       
##  Median :-2.602   Mode  :character   TRUE :71        TRUE :529      
##  Mean   :-2.555                                                     
##  3rd Qu.:-2.602                                                     
##  Max.   :-2.202                                                     
##  chain_step_id  
##  Min.   :  1.0  
##  1st Qu.:150.8  
##  Median :300.5  
##  Mean   :300.4  
##  3rd Qu.:450.2  
##  Max.   :600.0  
## [1] 600  13
##     dv_type dv_type_bin              dv_varname id_from id_to beh_difference
## 1   Network           0 self$bipartite_rsienaDV      11    11              0
## 2   Network           0 self$bipartite_rsienaDV       4     7              0
## 3   Network           0 self$bipartite_rsienaDV      12     1              0
## 4   Network           0 self$bipartite_rsienaDV       9     1              0
## 5   Network           0 self$bipartite_rsienaDV       6     6              0
## 6   Network           0 self$bipartite_rsienaDV       3    13              0
## 7   Network           0 self$bipartite_rsienaDV       9     9              0
## 8   Network           0 self$bipartite_rsienaDV       9     8              0
## 9   Network           0 self$bipartite_rsienaDV       1     3              0
## 10  Network           0 self$bipartite_rsienaDV       5     5              0
## 11  Network           0 self$bipartite_rsienaDV       2    11              0
## 12  Network           0 self$bipartite_rsienaDV       4     5              0
## 13  Network           0 self$bipartite_rsienaDV       8    13              0
## 14  Network           0 self$bipartite_rsienaDV       4     3              0
## 15  Network           0 self$bipartite_rsienaDV       6    10              0
## 16  Network           0 self$bipartite_rsienaDV       6     4              0
## 17  Network           0 self$bipartite_rsienaDV       4    13              0
## 18  Network           0 self$bipartite_rsienaDV      12     3              0
## 19  Network           0 self$bipartite_rsienaDV      12    10              0
## 20  Network           0 self$bipartite_rsienaDV       5     5              0
## 21  Network           0 self$bipartite_rsienaDV       8    13              0
## 22  Network           0 self$bipartite_rsienaDV       7     3              0
## 23  Network           0 self$bipartite_rsienaDV       1     2              0
## 24  Network           0 self$bipartite_rsienaDV      10     7              0
## 25  Network           0 self$bipartite_rsienaDV       1    13              0
## 26  Network           0 self$bipartite_rsienaDV       1     9              0
## 27  Network           0 self$bipartite_rsienaDV       7    10              0
## 28  Network           0 self$bipartite_rsienaDV       2     6              0
## 29  Network           0 self$bipartite_rsienaDV       8    13              0
## 30  Network           0 self$bipartite_rsienaDV       7    13              0
## 31  Network           0 self$bipartite_rsienaDV      11     4              0
## 32  Network           0 self$bipartite_rsienaDV      10     6              0
## 33  Network           0 self$bipartite_rsienaDV      11    13              0
## 34  Network           0 self$bipartite_rsienaDV       1     5              0
## 35  Network           0 self$bipartite_rsienaDV       7     2              0
## 36  Network           0 self$bipartite_rsienaDV       9    11              0
## 37  Network           0 self$bipartite_rsienaDV      10     1              0
## 38  Network           0 self$bipartite_rsienaDV      10     9              0
## 39  Network           0 self$bipartite_rsienaDV       3     2              0
## 40  Network           0 self$bipartite_rsienaDV       7    10              0
## 41  Network           0 self$bipartite_rsienaDV      12    13              0
## 42  Network           0 self$bipartite_rsienaDV       7    11              0
## 43  Network           0 self$bipartite_rsienaDV       3    11              0
## 44  Network           0 self$bipartite_rsienaDV       6    12              0
## 45  Network           0 self$bipartite_rsienaDV       9     9              0
## 46  Network           0 self$bipartite_rsienaDV       6    13              0
## 47  Network           0 self$bipartite_rsienaDV      11     6              0
## 48  Network           0 self$bipartite_rsienaDV       5    11              0
## 49  Network           0 self$bipartite_rsienaDV      12    11              0
## 50  Network           0 self$bipartite_rsienaDV       3     6              0
## 51  Network           0 self$bipartite_rsienaDV       4    13              0
## 52  Network           0 self$bipartite_rsienaDV       5    13              0
## 53  Network           0 self$bipartite_rsienaDV       2    11              0
## 54  Network           0 self$bipartite_rsienaDV      12     1              0
## 55  Network           0 self$bipartite_rsienaDV      10     4              0
## 56  Network           0 self$bipartite_rsienaDV       2     7              0
## 57  Network           0 self$bipartite_rsienaDV      10     2              0
## 58  Network           0 self$bipartite_rsienaDV       7     9              0
## 59  Network           0 self$bipartite_rsienaDV       9     6              0
## 60  Network           0 self$bipartite_rsienaDV      12     6              0
## 61  Network           0 self$bipartite_rsienaDV       7     9              0
## 62  Network           0 self$bipartite_rsienaDV       2     2              0
## 63  Network           0 self$bipartite_rsienaDV       7    13              0
## 64  Network           0 self$bipartite_rsienaDV      11     6              0
## 65  Network           0 self$bipartite_rsienaDV       7     7              0
## 66  Network           0 self$bipartite_rsienaDV       9     7              0
## 67  Network           0 self$bipartite_rsienaDV      12    13              0
## 68  Network           0 self$bipartite_rsienaDV       9    13              0
## 69  Network           0 self$bipartite_rsienaDV       5    11              0
## 70  Network           0 self$bipartite_rsienaDV      11    12              0
## 71  Network           0 self$bipartite_rsienaDV       3     2              0
## 72  Network           0 self$bipartite_rsienaDV      10    13              0
## 73  Network           0 self$bipartite_rsienaDV       1     2              0
## 74  Network           0 self$bipartite_rsienaDV      12    10              0
## 75  Network           0 self$bipartite_rsienaDV       4     3              0
## 76  Network           0 self$bipartite_rsienaDV       5    12              0
## 77  Network           0 self$bipartite_rsienaDV      10     2              0
## 78  Network           0 self$bipartite_rsienaDV       4     6              0
## 79  Network           0 self$bipartite_rsienaDV      10     7              0
## 80  Network           0 self$bipartite_rsienaDV       9    12              0
## 81  Network           0 self$bipartite_rsienaDV      10     3              0
## 82  Network           0 self$bipartite_rsienaDV       1     1              0
## 83  Network           0 self$bipartite_rsienaDV       9     9              0
## 84  Network           0 self$bipartite_rsienaDV       9     3              0
## 85  Network           0 self$bipartite_rsienaDV       5     6              0
## 86  Network           0 self$bipartite_rsienaDV      11     8              0
## 87  Network           0 self$bipartite_rsienaDV       4    12              0
## 88  Network           0 self$bipartite_rsienaDV       9     9              0
## 89  Network           0 self$bipartite_rsienaDV       5    13              0
## 90  Network           0 self$bipartite_rsienaDV       1     3              0
## 91  Network           0 self$bipartite_rsienaDV       9    10              0
## 92  Network           0 self$bipartite_rsienaDV       9     7              0
## 93  Network           0 self$bipartite_rsienaDV      11    12              0
## 94  Network           0 self$bipartite_rsienaDV       8    11              0
## 95  Network           0 self$bipartite_rsienaDV       9     9              0
## 96  Network           0 self$bipartite_rsienaDV       8     8              0
## 97  Network           0 self$bipartite_rsienaDV      10     3              0
## 98  Network           0 self$bipartite_rsienaDV       6     4              0
## 99  Network           0 self$bipartite_rsienaDV       9    12              0
## 100 Network           0 self$bipartite_rsienaDV      10     8              0
## 101 Network           0 self$bipartite_rsienaDV      10    13              0
## 102 Network           0 self$bipartite_rsienaDV       8     6              0
## 103 Network           0 self$bipartite_rsienaDV       6    10              0
## 104 Network           0 self$bipartite_rsienaDV       4    10              0
## 105 Network           0 self$bipartite_rsienaDV      11     9              0
## 106 Network           0 self$bipartite_rsienaDV      11     1              0
## 107 Network           0 self$bipartite_rsienaDV      11    11              0
## 108 Network           0 self$bipartite_rsienaDV       4     3              0
## 109 Network           0 self$bipartite_rsienaDV       5     7              0
## 110 Network           0 self$bipartite_rsienaDV       1     7              0
## 111 Network           0 self$bipartite_rsienaDV       3     9              0
## 112 Network           0 self$bipartite_rsienaDV      11     4              0
## 113 Network           0 self$bipartite_rsienaDV       1     8              0
## 114 Network           0 self$bipartite_rsienaDV       1     1              0
## 115 Network           0 self$bipartite_rsienaDV      10     8              0
## 116 Network           0 self$bipartite_rsienaDV       6     2              0
## 117 Network           0 self$bipartite_rsienaDV       4     3              0
## 118 Network           0 self$bipartite_rsienaDV       5    12              0
## 119 Network           0 self$bipartite_rsienaDV       8     1              0
## 120 Network           0 self$bipartite_rsienaDV       4     1              0
## 121 Network           0 self$bipartite_rsienaDV       1    12              0
## 122 Network           0 self$bipartite_rsienaDV       2    11              0
## 123 Network           0 self$bipartite_rsienaDV       1    10              0
## 124 Network           0 self$bipartite_rsienaDV       1    13              0
## 125 Network           0 self$bipartite_rsienaDV      10     7              0
## 126 Network           0 self$bipartite_rsienaDV      12     4              0
## 127 Network           0 self$bipartite_rsienaDV       2     8              0
## 128 Network           0 self$bipartite_rsienaDV       7     6              0
## 129 Network           0 self$bipartite_rsienaDV       5    11              0
## 130 Network           0 self$bipartite_rsienaDV       4     6              0
## 131 Network           0 self$bipartite_rsienaDV       8     4              0
## 132 Network           0 self$bipartite_rsienaDV       9    11              0
## 133 Network           0 self$bipartite_rsienaDV       2     4              0
## 134 Network           0 self$bipartite_rsienaDV       4     8              0
## 135 Network           0 self$bipartite_rsienaDV       8     2              0
## 136 Network           0 self$bipartite_rsienaDV      10    12              0
## 137 Network           0 self$bipartite_rsienaDV      10    11              0
## 138 Network           0 self$bipartite_rsienaDV      11    13              0
## 139 Network           0 self$bipartite_rsienaDV      11     2              0
## 140 Network           0 self$bipartite_rsienaDV       5    11              0
## 141 Network           0 self$bipartite_rsienaDV       5     5              0
## 142 Network           0 self$bipartite_rsienaDV       4    10              0
## 143 Network           0 self$bipartite_rsienaDV      10    11              0
## 144 Network           0 self$bipartite_rsienaDV      11     9              0
## 145 Network           0 self$bipartite_rsienaDV       7    13              0
## 146 Network           0 self$bipartite_rsienaDV       6     5              0
## 147 Network           0 self$bipartite_rsienaDV       8    10              0
## 148 Network           0 self$bipartite_rsienaDV       2    13              0
## 149 Network           0 self$bipartite_rsienaDV       5     4              0
## 150 Network           0 self$bipartite_rsienaDV       3     8              0
## 151 Network           0 self$bipartite_rsienaDV       7     1              0
## 152 Network           0 self$bipartite_rsienaDV       8    11              0
## 153 Network           0 self$bipartite_rsienaDV      11     6              0
## 154 Network           0 self$bipartite_rsienaDV       3     2              0
## 155 Network           0 self$bipartite_rsienaDV       5     1              0
## 156 Network           0 self$bipartite_rsienaDV       7    10              0
## 157 Network           0 self$bipartite_rsienaDV       4    13              0
## 158 Network           0 self$bipartite_rsienaDV       9     3              0
## 159 Network           0 self$bipartite_rsienaDV       8     8              0
## 160 Network           0 self$bipartite_rsienaDV      11     4              0
## 161 Network           0 self$bipartite_rsienaDV       7     5              0
## 162 Network           0 self$bipartite_rsienaDV       3     5              0
## 163 Network           0 self$bipartite_rsienaDV       9     3              0
## 164 Network           0 self$bipartite_rsienaDV       7     2              0
## 165 Network           0 self$bipartite_rsienaDV      10     4              0
## 166 Network           0 self$bipartite_rsienaDV       3    13              0
## 167 Network           0 self$bipartite_rsienaDV      10    10              0
## 168 Network           0 self$bipartite_rsienaDV       7    10              0
## 169 Network           0 self$bipartite_rsienaDV      10    12              0
## 170 Network           0 self$bipartite_rsienaDV       7     3              0
## 171 Network           0 self$bipartite_rsienaDV       1     6              0
## 172 Network           0 self$bipartite_rsienaDV      12     3              0
## 173 Network           0 self$bipartite_rsienaDV      11     7              0
## 174 Network           0 self$bipartite_rsienaDV      12     8              0
## 175 Network           0 self$bipartite_rsienaDV       4     1              0
## 176 Network           0 self$bipartite_rsienaDV       6    13              0
## 177 Network           0 self$bipartite_rsienaDV       8     7              0
## 178 Network           0 self$bipartite_rsienaDV       4    12              0
## 179 Network           0 self$bipartite_rsienaDV       9    13              0
## 180 Network           0 self$bipartite_rsienaDV       4    10              0
## 181 Network           0 self$bipartite_rsienaDV       8    13              0
## 182 Network           0 self$bipartite_rsienaDV       2    13              0
## 183 Network           0 self$bipartite_rsienaDV       9    13              0
## 184 Network           0 self$bipartite_rsienaDV       6    11              0
## 185 Network           0 self$bipartite_rsienaDV       8     8              0
## 186 Network           0 self$bipartite_rsienaDV       1     1              0
## 187 Network           0 self$bipartite_rsienaDV       4    10              0
## 188 Network           0 self$bipartite_rsienaDV      12     2              0
## 189 Network           0 self$bipartite_rsienaDV      11    12              0
## 190 Network           0 self$bipartite_rsienaDV       9    12              0
## 191 Network           0 self$bipartite_rsienaDV      11     2              0
## 192 Network           0 self$bipartite_rsienaDV       1    11              0
## 193 Network           0 self$bipartite_rsienaDV       6     9              0
## 194 Network           0 self$bipartite_rsienaDV       6     5              0
## 195 Network           0 self$bipartite_rsienaDV       9     2              0
## 196 Network           0 self$bipartite_rsienaDV      11     5              0
## 197 Network           0 self$bipartite_rsienaDV      12     9              0
## 198 Network           0 self$bipartite_rsienaDV       7     6              0
## 199 Network           0 self$bipartite_rsienaDV      11     3              0
## 200 Network           0 self$bipartite_rsienaDV       5     1              0
## 201 Network           0 self$bipartite_rsienaDV       2     9              0
## 202 Network           0 self$bipartite_rsienaDV       6     2              0
## 203 Network           0 self$bipartite_rsienaDV       7    11              0
## 204 Network           0 self$bipartite_rsienaDV       8    12              0
## 205 Network           0 self$bipartite_rsienaDV       2     6              0
## 206 Network           0 self$bipartite_rsienaDV      12    13              0
## 207 Network           0 self$bipartite_rsienaDV       1    10              0
## 208 Network           0 self$bipartite_rsienaDV       9    13              0
## 209 Network           0 self$bipartite_rsienaDV       6     1              0
## 210 Network           0 self$bipartite_rsienaDV      10    10              0
## 211 Network           0 self$bipartite_rsienaDV       6     8              0
## 212 Network           0 self$bipartite_rsienaDV      12     4              0
## 213 Network           0 self$bipartite_rsienaDV       9     3              0
## 214 Network           0 self$bipartite_rsienaDV       4    13              0
## 215 Network           0 self$bipartite_rsienaDV       2     1              0
## 216 Network           0 self$bipartite_rsienaDV      10    11              0
## 217 Network           0 self$bipartite_rsienaDV       9     9              0
## 218 Network           0 self$bipartite_rsienaDV      11     5              0
## 219 Network           0 self$bipartite_rsienaDV       8     5              0
## 220 Network           0 self$bipartite_rsienaDV       3    10              0
## 221 Network           0 self$bipartite_rsienaDV       6     7              0
## 222 Network           0 self$bipartite_rsienaDV       5    10              0
## 223 Network           0 self$bipartite_rsienaDV       8     2              0
## 224 Network           0 self$bipartite_rsienaDV       2     4              0
## 225 Network           0 self$bipartite_rsienaDV      10     7              0
## 226 Network           0 self$bipartite_rsienaDV      10     2              0
## 227 Network           0 self$bipartite_rsienaDV       2     9              0
## 228 Network           0 self$bipartite_rsienaDV       2     8              0
## 229 Network           0 self$bipartite_rsienaDV       3     1              0
## 230 Network           0 self$bipartite_rsienaDV       3     6              0
## 231 Network           0 self$bipartite_rsienaDV       9    12              0
## 232 Network           0 self$bipartite_rsienaDV       9     4              0
## 233 Network           0 self$bipartite_rsienaDV       7     4              0
## 234 Network           0 self$bipartite_rsienaDV       7     3              0
## 235 Network           0 self$bipartite_rsienaDV      12    13              0
## 236 Network           0 self$bipartite_rsienaDV       3     5              0
## 237 Network           0 self$bipartite_rsienaDV       8     3              0
## 238 Network           0 self$bipartite_rsienaDV       6    11              0
## 239 Network           0 self$bipartite_rsienaDV       8     2              0
## 240 Network           0 self$bipartite_rsienaDV       8    13              0
## 241 Network           0 self$bipartite_rsienaDV       3    13              0
## 242 Network           0 self$bipartite_rsienaDV      10     6              0
## 243 Network           0 self$bipartite_rsienaDV       1    13              0
## 244 Network           0 self$bipartite_rsienaDV       8     5              0
## 245 Network           0 self$bipartite_rsienaDV       5     8              0
## 246 Network           0 self$bipartite_rsienaDV      11     6              0
## 247 Network           0 self$bipartite_rsienaDV       2     3              0
## 248 Network           0 self$bipartite_rsienaDV       1     3              0
## 249 Network           0 self$bipartite_rsienaDV       4     3              0
## 250 Network           0 self$bipartite_rsienaDV      10     2              0
## 251 Network           0 self$bipartite_rsienaDV       1     5              0
## 252 Network           0 self$bipartite_rsienaDV      11     3              0
## 253 Network           0 self$bipartite_rsienaDV       9     6              0
## 254 Network           0 self$bipartite_rsienaDV       3     5              0
## 255 Network           0 self$bipartite_rsienaDV       5     2              0
## 256 Network           0 self$bipartite_rsienaDV       5     8              0
## 257 Network           0 self$bipartite_rsienaDV       4     3              0
## 258 Network           0 self$bipartite_rsienaDV       6    12              0
## 259 Network           0 self$bipartite_rsienaDV       8     3              0
## 260 Network           0 self$bipartite_rsienaDV       1     5              0
## 261 Network           0 self$bipartite_rsienaDV       8     7              0
## 262 Network           0 self$bipartite_rsienaDV       1    13              0
## 263 Network           0 self$bipartite_rsienaDV       7    11              0
## 264 Network           0 self$bipartite_rsienaDV       4     5              0
## 265 Network           0 self$bipartite_rsienaDV       3     5              0
## 266 Network           0 self$bipartite_rsienaDV       5     7              0
## 267 Network           0 self$bipartite_rsienaDV       6     9              0
## 268 Network           0 self$bipartite_rsienaDV       5     2              0
## 269 Network           0 self$bipartite_rsienaDV       8    13              0
## 270 Network           0 self$bipartite_rsienaDV      12     8              0
## 271 Network           0 self$bipartite_rsienaDV       7     6              0
## 272 Network           0 self$bipartite_rsienaDV      11     2              0
## 273 Network           0 self$bipartite_rsienaDV       5     5              0
## 274 Network           0 self$bipartite_rsienaDV       9     6              0
## 275 Network           0 self$bipartite_rsienaDV       8     4              0
## 276 Network           0 self$bipartite_rsienaDV      11     7              0
## 277 Network           0 self$bipartite_rsienaDV       1    12              0
## 278 Network           0 self$bipartite_rsienaDV       4     3              0
## 279 Network           0 self$bipartite_rsienaDV      12    13              0
## 280 Network           0 self$bipartite_rsienaDV       5    11              0
## 281 Network           0 self$bipartite_rsienaDV       1    10              0
## 282 Network           0 self$bipartite_rsienaDV      10     1              0
## 283 Network           0 self$bipartite_rsienaDV       2     4              0
## 284 Network           0 self$bipartite_rsienaDV      11     7              0
## 285 Network           0 self$bipartite_rsienaDV       8     7              0
## 286 Network           0 self$bipartite_rsienaDV       9    11              0
## 287 Network           0 self$bipartite_rsienaDV       6     1              0
## 288 Network           0 self$bipartite_rsienaDV       9     9              0
## 289 Network           0 self$bipartite_rsienaDV      10    11              0
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## 292 Network           0 self$bipartite_rsienaDV       8     5              0
## 293 Network           0 self$bipartite_rsienaDV       5     7              0
## 294 Network           0 self$bipartite_rsienaDV       6     6              0
## 295 Network           0 self$bipartite_rsienaDV       1     5              0
## 296 Network           0 self$bipartite_rsienaDV      12    13              0
## 297 Network           0 self$bipartite_rsienaDV       1     6              0
## 298 Network           0 self$bipartite_rsienaDV       9     6              0
## 299 Network           0 self$bipartite_rsienaDV      10     6              0
## 300 Network           0 self$bipartite_rsienaDV       7     2              0
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## 302 Network           0 self$bipartite_rsienaDV       1     6              0
## 303 Network           0 self$bipartite_rsienaDV       1     5              0
## 304 Network           0 self$bipartite_rsienaDV       6     6              0
## 305 Network           0 self$bipartite_rsienaDV       9    12              0
## 306 Network           0 self$bipartite_rsienaDV      12     5              0
## 307 Network           0 self$bipartite_rsienaDV      11    12              0
## 308 Network           0 self$bipartite_rsienaDV       2     4              0
## 309 Network           0 self$bipartite_rsienaDV       7     9              0
## 310 Network           0 self$bipartite_rsienaDV       5    10              0
## 311 Network           0 self$bipartite_rsienaDV       3    12              0
## 312 Network           0 self$bipartite_rsienaDV       5     6              0
## 313 Network           0 self$bipartite_rsienaDV       6    13              0
## 314 Network           0 self$bipartite_rsienaDV      10     2              0
## 315 Network           0 self$bipartite_rsienaDV       7    10              0
## 316 Network           0 self$bipartite_rsienaDV       6    10              0
## 317 Network           0 self$bipartite_rsienaDV      11     9              0
## 318 Network           0 self$bipartite_rsienaDV       6     1              0
## 319 Network           0 self$bipartite_rsienaDV       7     7              0
## 320 Network           0 self$bipartite_rsienaDV      12     2              0
## 321 Network           0 self$bipartite_rsienaDV       4    11              0
## 322 Network           0 self$bipartite_rsienaDV       1     4              0
## 323 Network           0 self$bipartite_rsienaDV       6    11              0
## 324 Network           0 self$bipartite_rsienaDV       1    12              0
## 325 Network           0 self$bipartite_rsienaDV      10     2              0
## 326 Network           0 self$bipartite_rsienaDV       4    12              0
## 327 Network           0 self$bipartite_rsienaDV      12    12              0
## 328 Network           0 self$bipartite_rsienaDV      11     6              0
## 329 Network           0 self$bipartite_rsienaDV      11     3              0
## 330 Network           0 self$bipartite_rsienaDV       4     1              0
## 331 Network           0 self$bipartite_rsienaDV       8     8              0
## 332 Network           0 self$bipartite_rsienaDV      12     4              0
## 333 Network           0 self$bipartite_rsienaDV       2     4              0
## 334 Network           0 self$bipartite_rsienaDV       8     5              0
## 335 Network           0 self$bipartite_rsienaDV       2     5              0
## 336 Network           0 self$bipartite_rsienaDV       8    10              0
## 337 Network           0 self$bipartite_rsienaDV       8    12              0
## 338 Network           0 self$bipartite_rsienaDV       7     1              0
## 339 Network           0 self$bipartite_rsienaDV       9     7              0
## 340 Network           0 self$bipartite_rsienaDV       7     9              0
## 341 Network           0 self$bipartite_rsienaDV       3     3              0
## 342 Network           0 self$bipartite_rsienaDV      12     1              0
## 343 Network           0 self$bipartite_rsienaDV       9     7              0
## 344 Network           0 self$bipartite_rsienaDV       4     1              0
## 345 Network           0 self$bipartite_rsienaDV      11     7              0
## 346 Network           0 self$bipartite_rsienaDV       4     9              0
## 347 Network           0 self$bipartite_rsienaDV       2     8              0
## 348 Network           0 self$bipartite_rsienaDV       7    13              0
## 349 Network           0 self$bipartite_rsienaDV      12     2              0
## 350 Network           0 self$bipartite_rsienaDV       4     4              0
## 351 Network           0 self$bipartite_rsienaDV       9     7              0
## 352 Network           0 self$bipartite_rsienaDV       8     7              0
## 353 Network           0 self$bipartite_rsienaDV       2     5              0
## 354 Network           0 self$bipartite_rsienaDV       3    12              0
## 355 Network           0 self$bipartite_rsienaDV       5    13              0
## 356 Network           0 self$bipartite_rsienaDV       1    13              0
## 357 Network           0 self$bipartite_rsienaDV       6     3              0
## 358 Network           0 self$bipartite_rsienaDV       8    11              0
## 359 Network           0 self$bipartite_rsienaDV       7     3              0
## 360 Network           0 self$bipartite_rsienaDV       4     2              0
## 361 Network           0 self$bipartite_rsienaDV      12     8              0
## 362 Network           0 self$bipartite_rsienaDV       3     9              0
## 363 Network           0 self$bipartite_rsienaDV       1    11              0
## 364 Network           0 self$bipartite_rsienaDV      10    13              0
## 365 Network           0 self$bipartite_rsienaDV      12    13              0
## 366 Network           0 self$bipartite_rsienaDV       7    10              0
## 367 Network           0 self$bipartite_rsienaDV       2     2              0
## 368 Network           0 self$bipartite_rsienaDV       6     7              0
## 369 Network           0 self$bipartite_rsienaDV       5     9              0
## 370 Network           0 self$bipartite_rsienaDV       8    11              0
## 371 Network           0 self$bipartite_rsienaDV       6     5              0
## 372 Network           0 self$bipartite_rsienaDV       9     1              0
## 373 Network           0 self$bipartite_rsienaDV       3     1              0
## 374 Network           0 self$bipartite_rsienaDV       9     4              0
## 375 Network           0 self$bipartite_rsienaDV      12     7              0
## 376 Network           0 self$bipartite_rsienaDV      11     3              0
## 377 Network           0 self$bipartite_rsienaDV       2    13              0
## 378 Network           0 self$bipartite_rsienaDV      10     9              0
## 379 Network           0 self$bipartite_rsienaDV       6     6              0
## 380 Network           0 self$bipartite_rsienaDV       8     6              0
## 381 Network           0 self$bipartite_rsienaDV       2     5              0
## 382 Network           0 self$bipartite_rsienaDV       3     4              0
## 383 Network           0 self$bipartite_rsienaDV       8     5              0
## 384 Network           0 self$bipartite_rsienaDV       1    13              0
## 385 Network           0 self$bipartite_rsienaDV      12    12              0
## 386 Network           0 self$bipartite_rsienaDV      11     2              0
## 387 Network           0 self$bipartite_rsienaDV       6     8              0
## 388 Network           0 self$bipartite_rsienaDV      12     5              0
## 389 Network           0 self$bipartite_rsienaDV       6     7              0
## 390 Network           0 self$bipartite_rsienaDV       2     7              0
## 391 Network           0 self$bipartite_rsienaDV       9     5              0
## 392 Network           0 self$bipartite_rsienaDV      10     2              0
## 393 Network           0 self$bipartite_rsienaDV      12     4              0
## 394 Network           0 self$bipartite_rsienaDV      11     6              0
## 395 Network           0 self$bipartite_rsienaDV      11    10              0
## 396 Network           0 self$bipartite_rsienaDV      12     3              0
## 397 Network           0 self$bipartite_rsienaDV       4    12              0
## 398 Network           0 self$bipartite_rsienaDV      12     1              0
## 399 Network           0 self$bipartite_rsienaDV      12    11              0
## 400 Network           0 self$bipartite_rsienaDV      10     5              0
## 401 Network           0 self$bipartite_rsienaDV       6    13              0
## 402 Network           0 self$bipartite_rsienaDV       6    11              0
## 403 Network           0 self$bipartite_rsienaDV       8    12              0
## 404 Network           0 self$bipartite_rsienaDV      11     1              0
## 405 Network           0 self$bipartite_rsienaDV       6     9              0
## 406 Network           0 self$bipartite_rsienaDV       5    10              0
## 407 Network           0 self$bipartite_rsienaDV       3     4              0
## 408 Network           0 self$bipartite_rsienaDV       4     5              0
## 409 Network           0 self$bipartite_rsienaDV       4    10              0
## 410 Network           0 self$bipartite_rsienaDV       7    13              0
## 411 Network           0 self$bipartite_rsienaDV       4     5              0
## 412 Network           0 self$bipartite_rsienaDV      11     8              0
## 413 Network           0 self$bipartite_rsienaDV       3     7              0
## 414 Network           0 self$bipartite_rsienaDV      12     2              0
## 415 Network           0 self$bipartite_rsienaDV       6     6              0
## 416 Network           0 self$bipartite_rsienaDV       2     7              0
## 417 Network           0 self$bipartite_rsienaDV       8     7              0
## 418 Network           0 self$bipartite_rsienaDV      10     2              0
## 419 Network           0 self$bipartite_rsienaDV       7    12              0
## 420 Network           0 self$bipartite_rsienaDV       9     3              0
## 421 Network           0 self$bipartite_rsienaDV      12    13              0
## 422 Network           0 self$bipartite_rsienaDV       6     5              0
## 423 Network           0 self$bipartite_rsienaDV       9     7              0
## 424 Network           0 self$bipartite_rsienaDV       1    12              0
## 425 Network           0 self$bipartite_rsienaDV       4    11              0
## 426 Network           0 self$bipartite_rsienaDV       8     6              0
## 427 Network           0 self$bipartite_rsienaDV       9     9              0
## 428 Network           0 self$bipartite_rsienaDV       7     4              0
## 429 Network           0 self$bipartite_rsienaDV       9     5              0
## 430 Network           0 self$bipartite_rsienaDV      10     4              0
## 431 Network           0 self$bipartite_rsienaDV       9    12              0
## 432 Network           0 self$bipartite_rsienaDV      10    13              0
## 433 Network           0 self$bipartite_rsienaDV      12    10              0
## 434 Network           0 self$bipartite_rsienaDV       8    13              0
## 435 Network           0 self$bipartite_rsienaDV       6     8              0
## 436 Network           0 self$bipartite_rsienaDV      12    11              0
## 437 Network           0 self$bipartite_rsienaDV       4     6              0
## 438 Network           0 self$bipartite_rsienaDV       9     2              0
## 439 Network           0 self$bipartite_rsienaDV      11    10              0
## 440 Network           0 self$bipartite_rsienaDV      11    10              0
## 441 Network           0 self$bipartite_rsienaDV       6    12              0
## 442 Network           0 self$bipartite_rsienaDV       9    13              0
## 443 Network           0 self$bipartite_rsienaDV       4     5              0
## 444 Network           0 self$bipartite_rsienaDV      10     2              0
## 445 Network           0 self$bipartite_rsienaDV       5    11              0
## 446 Network           0 self$bipartite_rsienaDV       7     5              0
## 447 Network           0 self$bipartite_rsienaDV       2    11              0
## 448 Network           0 self$bipartite_rsienaDV       7     9              0
## 449 Network           0 self$bipartite_rsienaDV      10     4              0
## 450 Network           0 self$bipartite_rsienaDV      12     9              0
## 451 Network           0 self$bipartite_rsienaDV       3     3              0
## 452 Network           0 self$bipartite_rsienaDV      11     4              0
## 453 Network           0 self$bipartite_rsienaDV       5     8              0
## 454 Network           0 self$bipartite_rsienaDV      10     4              0
## 455 Network           0 self$bipartite_rsienaDV       6    10              0
## 456 Network           0 self$bipartite_rsienaDV      10    10              0
## 457 Network           0 self$bipartite_rsienaDV       1    13              0
## 458 Network           0 self$bipartite_rsienaDV       7     1              0
## 459 Network           0 self$bipartite_rsienaDV       9     5              0
## 460 Network           0 self$bipartite_rsienaDV       1     2              0
## 461 Network           0 self$bipartite_rsienaDV      10    10              0
## 462 Network           0 self$bipartite_rsienaDV      12     9              0
## 463 Network           0 self$bipartite_rsienaDV       1     7              0
## 464 Network           0 self$bipartite_rsienaDV      10     4              0
## 465 Network           0 self$bipartite_rsienaDV       8     8              0
## 466 Network           0 self$bipartite_rsienaDV       8     5              0
## 467 Network           0 self$bipartite_rsienaDV       5     8              0
## 468 Network           0 self$bipartite_rsienaDV       3     6              0
## 469 Network           0 self$bipartite_rsienaDV      12     7              0
## 470 Network           0 self$bipartite_rsienaDV       9     1              0
## 471 Network           0 self$bipartite_rsienaDV       2     1              0
## 472 Network           0 self$bipartite_rsienaDV       2    13              0
## 473 Network           0 self$bipartite_rsienaDV       1     2              0
## 474 Network           0 self$bipartite_rsienaDV      12     2              0
## 475 Network           0 self$bipartite_rsienaDV      10     7              0
## 476 Network           0 self$bipartite_rsienaDV       3     4              0
## 477 Network           0 self$bipartite_rsienaDV       8     9              0
## 478 Network           0 self$bipartite_rsienaDV       3    13              0
## 479 Network           0 self$bipartite_rsienaDV      10     2              0
## 480 Network           0 self$bipartite_rsienaDV       8    13              0
## 481 Network           0 self$bipartite_rsienaDV       1     6              0
## 482 Network           0 self$bipartite_rsienaDV       9     4              0
## 483 Network           0 self$bipartite_rsienaDV      11     8              0
## 484 Network           0 self$bipartite_rsienaDV      10     2              0
## 485 Network           0 self$bipartite_rsienaDV       1     4              0
## 486 Network           0 self$bipartite_rsienaDV      10     8              0
## 487 Network           0 self$bipartite_rsienaDV       9    10              0
## 488 Network           0 self$bipartite_rsienaDV       1    11              0
## 489 Network           0 self$bipartite_rsienaDV       6     9              0
## 490 Network           0 self$bipartite_rsienaDV       7     1              0
## 491 Network           0 self$bipartite_rsienaDV       2     5              0
## 492 Network           0 self$bipartite_rsienaDV       2    13              0
## 493 Network           0 self$bipartite_rsienaDV       5     7              0
## 494 Network           0 self$bipartite_rsienaDV       4     6              0
## 495 Network           0 self$bipartite_rsienaDV       1     8              0
## 496 Network           0 self$bipartite_rsienaDV      10     9              0
## 497 Network           0 self$bipartite_rsienaDV       7    12              0
## 498 Network           0 self$bipartite_rsienaDV       5     6              0
## 499 Network           0 self$bipartite_rsienaDV      10     7              0
## 500 Network           0 self$bipartite_rsienaDV      11     4              0
## 501 Network           0 self$bipartite_rsienaDV       5    10              0
## 502 Network           0 self$bipartite_rsienaDV      10     7              0
## 503 Network           0 self$bipartite_rsienaDV       7     6              0
## 504 Network           0 self$bipartite_rsienaDV      10     2              0
## 505 Network           0 self$bipartite_rsienaDV       1    13              0
## 506 Network           0 self$bipartite_rsienaDV       4     7              0
## 507 Network           0 self$bipartite_rsienaDV      11    13              0
## 508 Network           0 self$bipartite_rsienaDV      11     9              0
## 509 Network           0 self$bipartite_rsienaDV       2    10              0
## 510 Network           0 self$bipartite_rsienaDV       7     1              0
## 511 Network           0 self$bipartite_rsienaDV       5     9              0
## 512 Network           0 self$bipartite_rsienaDV      11     6              0
## 513 Network           0 self$bipartite_rsienaDV       1     7              0
## 514 Network           0 self$bipartite_rsienaDV       8     6              0
## 515 Network           0 self$bipartite_rsienaDV       3     7              0
## 516 Network           0 self$bipartite_rsienaDV      10     2              0
## 517 Network           0 self$bipartite_rsienaDV       1     5              0
## 518 Network           0 self$bipartite_rsienaDV      11     4              0
## 519 Network           0 self$bipartite_rsienaDV       2    11              0
## 520 Network           0 self$bipartite_rsienaDV       6     1              0
## 521 Network           0 self$bipartite_rsienaDV      11     6              0
## 522 Network           0 self$bipartite_rsienaDV       9     6              0
## 523 Network           0 self$bipartite_rsienaDV       8     4              0
## 524 Network           0 self$bipartite_rsienaDV       7     6              0
## 525 Network           0 self$bipartite_rsienaDV       4     7              0
## 526 Network           0 self$bipartite_rsienaDV       4     9              0
## 527 Network           0 self$bipartite_rsienaDV       3    12              0
## 528 Network           0 self$bipartite_rsienaDV       5    13              0
## 529 Network           0 self$bipartite_rsienaDV      12    12              0
## 530 Network           0 self$bipartite_rsienaDV       3     3              0
## 531 Network           0 self$bipartite_rsienaDV       3     6              0
## 532 Network           0 self$bipartite_rsienaDV       8     5              0
## 533 Network           0 self$bipartite_rsienaDV       6     5              0
## 534 Network           0 self$bipartite_rsienaDV      11    12              0
## 535 Network           0 self$bipartite_rsienaDV      10     7              0
## 536 Network           0 self$bipartite_rsienaDV       7    13              0
## 537 Network           0 self$bipartite_rsienaDV      11    11              0
## 538 Network           0 self$bipartite_rsienaDV       3     3              0
## 539 Network           0 self$bipartite_rsienaDV      12     6              0
## 540 Network           0 self$bipartite_rsienaDV       1    10              0
## 541 Network           0 self$bipartite_rsienaDV      11     6              0
## 542 Network           0 self$bipartite_rsienaDV       2     2              0
## 543 Network           0 self$bipartite_rsienaDV       5     6              0
## 544 Network           0 self$bipartite_rsienaDV       3    13              0
## 545 Network           0 self$bipartite_rsienaDV      11    13              0
## 546 Network           0 self$bipartite_rsienaDV       1     8              0
## 547 Network           0 self$bipartite_rsienaDV       6     9              0
## 548 Network           0 self$bipartite_rsienaDV      12     9              0
## 549 Network           0 self$bipartite_rsienaDV      11     3              0
## 550 Network           0 self$bipartite_rsienaDV       5    13              0
## 551 Network           0 self$bipartite_rsienaDV       2     3              0
## 552 Network           0 self$bipartite_rsienaDV       9     9              0
## 553 Network           0 self$bipartite_rsienaDV      12     6              0
## 554 Network           0 self$bipartite_rsienaDV       4    13              0
## 555 Network           0 self$bipartite_rsienaDV       9     2              0
## 556 Network           0 self$bipartite_rsienaDV      11    10              0
## 557 Network           0 self$bipartite_rsienaDV       1     9              0
## 558 Network           0 self$bipartite_rsienaDV       2    10              0
## 559 Network           0 self$bipartite_rsienaDV       1    13              0
## 560 Network           0 self$bipartite_rsienaDV       1    13              0
## 561 Network           0 self$bipartite_rsienaDV       2     5              0
## 562 Network           0 self$bipartite_rsienaDV       9     7              0
## 563 Network           0 self$bipartite_rsienaDV       2     9              0
## 564 Network           0 self$bipartite_rsienaDV       6    11              0
## 565 Network           0 self$bipartite_rsienaDV       6     1              0
## 566 Network           0 self$bipartite_rsienaDV       4     7              0
## 567 Network           0 self$bipartite_rsienaDV      10     3              0
## 568 Network           0 self$bipartite_rsienaDV       8     6              0
## 569 Network           0 self$bipartite_rsienaDV       3     9              0
## 570 Network           0 self$bipartite_rsienaDV       3     4              0
## 571 Network           0 self$bipartite_rsienaDV       4     2              0
## 572 Network           0 self$bipartite_rsienaDV       8     2              0
## 573 Network           0 self$bipartite_rsienaDV       4     7              0
## 574 Network           0 self$bipartite_rsienaDV       1     2              0
## 575 Network           0 self$bipartite_rsienaDV       1    10              0
## 576 Network           0 self$bipartite_rsienaDV       3     4              0
## 577 Network           0 self$bipartite_rsienaDV       4    10              0
## 578 Network           0 self$bipartite_rsienaDV       7     9              0
## 579 Network           0 self$bipartite_rsienaDV       5     9              0
## 580 Network           0 self$bipartite_rsienaDV       4     5              0
## 581 Network           0 self$bipartite_rsienaDV      12     6              0
## 582 Network           0 self$bipartite_rsienaDV       1     1              0
## 583 Network           0 self$bipartite_rsienaDV       5     5              0
## 584 Network           0 self$bipartite_rsienaDV      10    12              0
## 585 Network           0 self$bipartite_rsienaDV       5     2              0
## 586 Network           0 self$bipartite_rsienaDV       6     3              0
## 587 Network           0 self$bipartite_rsienaDV       2     1              0
## 588 Network           0 self$bipartite_rsienaDV       2     3              0
## 589 Network           0 self$bipartite_rsienaDV       2    11              0
## 590 Network           0 self$bipartite_rsienaDV      11    10              0
## 591 Network           0 self$bipartite_rsienaDV       6    10              0
## 592 Network           0 self$bipartite_rsienaDV      10    10              0
## 593 Network           0 self$bipartite_rsienaDV       5     2              0
## 594 Network           0 self$bipartite_rsienaDV       3    10              0
## 595 Network           0 self$bipartite_rsienaDV       3    10              0
## 596 Network           0 self$bipartite_rsienaDV       2     5              0
## 597 Network           0 self$bipartite_rsienaDV       6    11              0
## 598 Network           0 self$bipartite_rsienaDV       1    13              0
## 599 Network           0 self$bipartite_rsienaDV       4    10              0
## 600 Network           0 self$bipartite_rsienaDV       3     3              0
##     reciprocal_rate LogOptionSetProb LogChoiceProb diagonal stability
## 1        0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 2        0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 3        0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 4        0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 5        0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 6        0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 7        0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 8        0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 9        0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 10       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 11       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 12       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 13       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 14       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 15       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 16       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 17       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 18       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 19       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 20       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 21       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 22       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 23       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 24       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 25       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 26       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 27       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 28       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 29       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 30       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 31       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 32       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 33       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 34       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 35       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 36       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 37       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 38       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 39       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 40       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 41       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 42       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 43       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 44       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 45       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 46       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 47       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 48       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 49       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 50       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 51       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 52       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 53       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 54       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 55       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 56       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 57       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 58       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 59       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 60       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 61       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 62       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 63       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 64       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 65       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 66       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 67       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 68       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 69       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 70       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 71       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 72       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 73       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 74       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 75       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 76       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 77       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 78       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 79       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 80       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 81       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 82       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 83       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 84       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 85       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 86       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 87       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 88       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 89       0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 90       0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 91       0.08333333        -2.484907     -2.602084    FALSE     FALSE
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## 397      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 398      0.08333333        -2.484907     -2.602084    FALSE     FALSE
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## 400      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 401      0.08333333        -2.484907     -2.202084    FALSE      TRUE
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## 511      0.08333333        -2.484907     -2.602084    FALSE     FALSE
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## 528      0.08333333        -2.484907     -2.202084    FALSE      TRUE
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## 567      0.08333333        -2.484907     -2.602084    FALSE     FALSE
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## 569      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 570      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 571      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 572      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 573      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 574      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 575      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 576      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 577      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 578      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 579      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 580      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 581      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 582      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 583      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 584      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 585      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 586      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 587      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 588      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 589      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 590      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 591      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 592      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 593      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 594      0.08333333        -2.484907     -2.602084    FALSE     FALSE
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## 598      0.08333333        -2.484907     -2.202084    FALSE      TRUE
## 599      0.08333333        -2.484907     -2.602084    FALSE     FALSE
## 600      0.08333333        -2.484907     -2.602084    FALSE     FALSE
##     tie_change chain_step_id
## 1         TRUE             1
## 2         TRUE             2
## 3         TRUE             3
## 4         TRUE             4
## 5         TRUE             5
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## 7         TRUE             7
## 8         TRUE             8
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## 13       FALSE            12
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## 18        TRUE            18
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## 22        TRUE            22
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## 316       TRUE           316
## 317       TRUE           317
## 318       TRUE           318
## 319       TRUE           319
## 320       TRUE           320
## 321       TRUE           321
## 322       TRUE           322
## 323       TRUE           323
## 324       TRUE           324
## 325       TRUE           325
## 326       TRUE           326
## 327       TRUE           327
## 328       TRUE           328
## 329       TRUE           329
## 330       TRUE           330
## 331       TRUE           331
## 332       TRUE           332
## 333       TRUE           333
## 334       TRUE           334
## 335       TRUE           335
## 336       TRUE           336
## 337       TRUE           337
## 338       TRUE           338
## 339       TRUE           339
## 340       TRUE           340
## 341       TRUE           341
## 342       TRUE           342
## 343       TRUE           343
## 344       TRUE           344
## 345       TRUE           345
## 346       TRUE           346
## 347       TRUE           347
## 348      FALSE           347
## 349       TRUE           349
## 350       TRUE           350
## 351       TRUE           351
## 352       TRUE           352
## 353       TRUE           353
## 354       TRUE           354
## 355      FALSE           354
## 356      FALSE           354
## 357       TRUE           357
## 358       TRUE           358
## 359       TRUE           359
## 360       TRUE           360
## 361       TRUE           361
## 362       TRUE           362
## 363       TRUE           363
## 364      FALSE           363
## 365      FALSE           363
## 366       TRUE           366
## 367       TRUE           367
## 368       TRUE           368
## 369       TRUE           369
## 370       TRUE           370
## 371       TRUE           371
## 372       TRUE           372
## 373       TRUE           373
## 374       TRUE           374
## 375       TRUE           375
## 376       TRUE           376
## 377      FALSE           376
## 378       TRUE           378
## 379       TRUE           379
## 380       TRUE           380
## 381       TRUE           381
## 382       TRUE           382
## 383       TRUE           383
## 384      FALSE           383
## 385       TRUE           385
## 386       TRUE           386
## 387       TRUE           387
## 388       TRUE           388
## 389       TRUE           389
## 390       TRUE           390
## 391       TRUE           391
## 392       TRUE           392
## 393       TRUE           393
## 394       TRUE           394
## 395       TRUE           395
## 396       TRUE           396
## 397       TRUE           397
## 398       TRUE           398
## 399       TRUE           399
## 400       TRUE           400
## 401      FALSE           400
## 402       TRUE           402
## 403       TRUE           403
## 404       TRUE           404
## 405       TRUE           405
## 406       TRUE           406
## 407       TRUE           407
## 408       TRUE           408
## 409       TRUE           409
## 410      FALSE           409
## 411       TRUE           411
## 412       TRUE           412
## 413       TRUE           413
## 414       TRUE           414
## 415       TRUE           415
## 416       TRUE           416
## 417       TRUE           417
## 418       TRUE           418
## 419       TRUE           419
## 420       TRUE           420
## 421      FALSE           420
## 422       TRUE           422
## 423       TRUE           423
## 424       TRUE           424
## 425       TRUE           425
## 426       TRUE           426
## 427       TRUE           427
## 428       TRUE           428
## 429       TRUE           429
## 430       TRUE           430
## 431       TRUE           431
## 432      FALSE           431
## 433       TRUE           433
## 434      FALSE           433
## 435       TRUE           435
## 436       TRUE           436
## 437       TRUE           437
## 438       TRUE           438
## 439       TRUE           439
## 440       TRUE           440
## 441       TRUE           441
## 442      FALSE           441
## 443       TRUE           443
## 444       TRUE           444
## 445       TRUE           445
## 446       TRUE           446
## 447       TRUE           447
## 448       TRUE           448
## 449       TRUE           449
## 450       TRUE           450
## 451       TRUE           451
## 452       TRUE           452
## 453       TRUE           453
## 454       TRUE           454
## 455       TRUE           455
## 456       TRUE           456
## 457      FALSE           456
## 458       TRUE           458
## 459       TRUE           459
## 460       TRUE           460
## 461       TRUE           461
## 462       TRUE           462
## 463       TRUE           463
## 464       TRUE           464
## 465       TRUE           465
## 466       TRUE           466
## 467       TRUE           467
## 468       TRUE           468
## 469       TRUE           469
## 470       TRUE           470
## 471       TRUE           471
## 472      FALSE           471
## 473       TRUE           473
## 474       TRUE           474
## 475       TRUE           475
## 476       TRUE           476
## 477       TRUE           477
## 478      FALSE           477
## 479       TRUE           479
## 480      FALSE           479
## 481       TRUE           481
## 482       TRUE           482
## 483       TRUE           483
## 484       TRUE           484
## 485       TRUE           485
## 486       TRUE           486
## 487       TRUE           487
## 488       TRUE           488
## 489       TRUE           489
## 490       TRUE           490
## 491       TRUE           491
## 492      FALSE           491
## 493       TRUE           493
## 494       TRUE           494
## 495       TRUE           495
## 496       TRUE           496
## 497       TRUE           497
## 498       TRUE           498
## 499       TRUE           499
## 500       TRUE           500
## 501       TRUE           501
## 502       TRUE           502
## 503       TRUE           503
## 504       TRUE           504
## 505      FALSE           504
## 506       TRUE           506
## 507      FALSE           506
## 508       TRUE           508
## 509       TRUE           509
## 510       TRUE           510
## 511       TRUE           511
## 512       TRUE           512
## 513       TRUE           513
## 514       TRUE           514
## 515       TRUE           515
## 516       TRUE           516
## 517       TRUE           517
## 518       TRUE           518
## 519       TRUE           519
## 520       TRUE           520
## 521       TRUE           521
## 522       TRUE           522
## 523       TRUE           523
## 524       TRUE           524
## 525       TRUE           525
## 526       TRUE           526
## 527       TRUE           527
## 528      FALSE           527
## 529       TRUE           529
## 530       TRUE           530
## 531       TRUE           531
## 532       TRUE           532
## 533       TRUE           533
## 534       TRUE           534
## 535       TRUE           535
## 536      FALSE           535
## 537       TRUE           537
## 538       TRUE           538
## 539       TRUE           539
## 540       TRUE           540
## 541       TRUE           541
## 542       TRUE           542
## 543       TRUE           543
## 544      FALSE           543
## 545      FALSE           543
## 546       TRUE           546
## 547       TRUE           547
## 548       TRUE           548
## 549       TRUE           549
## 550      FALSE           549
## 551       TRUE           551
## 552       TRUE           552
## 553       TRUE           553
## 554      FALSE           553
## 555       TRUE           555
## 556       TRUE           556
## 557       TRUE           557
## 558       TRUE           558
## 559      FALSE           558
## 560      FALSE           558
## 561       TRUE           561
## 562       TRUE           562
## 563       TRUE           563
## 564       TRUE           564
## 565       TRUE           565
## 566       TRUE           566
## 567       TRUE           567
## 568       TRUE           568
## 569       TRUE           569
## 570       TRUE           570
## 571       TRUE           571
## 572       TRUE           572
## 573       TRUE           573
## 574       TRUE           574
## 575       TRUE           575
## 576       TRUE           576
## 577       TRUE           577
## 578       TRUE           578
## 579       TRUE           579
## 580       TRUE           580
## 581       TRUE           581
## 582       TRUE           582
## 583       TRUE           583
## 584       TRUE           584
## 585       TRUE           585
## 586       TRUE           586
## 587       TRUE           587
## 588       TRUE           588
## 589       TRUE           589
## 590       TRUE           590
## 591       TRUE           591
## 592       TRUE           592
## 593       TRUE           593
## 594       TRUE           594
## 595       TRUE           595
## 596       TRUE           596
## 597       TRUE           597
## 598      FALSE           597
## 599       TRUE           599
## 600       TRUE           600
## 
##  16.67%
##  33.33%
##  50.00%
##  66.67%
##  83.33%
##  100.00%
## ===================================================================================================
##                                                                               Model 1              
## ---------------------------------------------------------------------------------------------------
## Rate parameter period 1                                                         0.0788 (0.0747)    
## outdegree (density)                                                             0.0000 (0.0000)    
## indegree - popularity                                                           0.0000 (0.0000)    
## outdegree - activity                                                            0.0000 (0.0000)    
## XW=>X closure of self$component_1_coDyadCovar                                   0.1000 (0.0000) ***
## self$component_2_coDyadCovar                                                    0.0000 (0.0000)    
## self$strat_1_coCovar ego                                                        0.0000 (0.0000)    
## ind. pop.^(1/0) weighted self$strat_2_coCovar                                   0.0000 (0.0000)    
## self$strat_3_coCovar tot in-alter dist 2                                        0.0000 (0.0000)    
## self$strat_1_coCovar ego x XW=>X closure of self$component_1_coDyadCovar        0.0000 (0.0000)    
## ind. pop.^(1/0) weighted self$strat_2_coCovar x self$component_2_coDyadCovar    0.0000 (0.0000)    
## self$strat_3_coCovar tot in-alter dist 2 x self$component_2_coDyadCovar         0.0000 (0.0000)    
## ---------------------------------------------------------------------------------------------------
## Iterations                                                                    600                  
## ===================================================================================================
## *** p < 0.001; ** p < 0.01; * p < 0.05
## 1st and last state of the bipartite matrix system
print(env1$bipartite_matrix_init )
##       [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12]
##  [1,]    1    1    1    1    1    1    1    1    1     1     1     1
##  [2,]    1    1    1    1    1    1    1    1    1     1     1     1
##  [3,]    1    1    1    1    1    1    1    1    1     1     1     1
##  [4,]    1    1    1    1    1    1    1    1    1     1     1     1
##  [5,]    1    1    1    1    1    1    1    1    1     1     1     1
##  [6,]    1    1    1    1    1    1    1    1    1     1     1     1
##  [7,]    1    1    1    1    1    1    1    1    1     1     1     1
##  [8,]    1    1    1    1    1    1    1    1    1     1     1     1
##  [9,]    1    1    1    1    1    1    1    1    1     1     1     1
## [10,]    1    1    1    1    1    1    1    1    1     1     1     1
## [11,]    1    1    1    1    1    1    1    1    1     1     1     1
## [12,]    1    1    1    1    1    1    1    1    1     1     1     1
print(env1$bi_env_arr[,, dim(env1$bi_env_arr)[3] ] )
##       [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12]
##  [1,]    1    0    0    1    1    1    0    0    1     0     0     1
##  [2,]    0    0    0    0    1    1    0    0    0     1     1     1
##  [3,]    1    0    0    0    1    1    1    0    0     0     0     0
##  [4,]    1    1    0    0    1    1    1    0    1     0     1     1
##  [5,]    1    1    1    0    0    1    1    1    0     1     1     1
##  [6,]    0    1    1    1    0    0    0    0    0     0     1     0
##  [7,]    0    0    1    1    1    0    1    1    1     1     0     1
##  [8,]    0    1    1    0    0    0    0    0    0     1     1     0
##  [9,]    0    0    0    0    0    0    0    0    0     1     0     1
## [10,]    1    0    0    1    0    0    1    0    0     0     1     0
## [11,]    1    1    0    1    1    0    1    0    1     0     0     0
## [12,]    1    0    0    1    1    1    1    0    1     0     0     1

1.5 Plot Actor Degrees (Component Scope and Common Affiliation Social Ties)

Time series is simulated decision steps.

##
env1$plot_actor_degrees(loess_span = 0.35)
## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'

1.6 Plot Component Degrees (Membership/Popularity and Common Actor Epistasis Ties)

##
env1$plot_component_degrees(loess_span = 0.35)
## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'

1.7 Plot Utility by Strategy over Time (Simulated Decision Steps)

## [1] 7200    5
## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'

1.8 Plot Utility by Actor over Time (Simulated Decision Steps)

1.9 Plot Contributions to Actor Utility colored by Strategy

Time series is simulated decision steps.

##
env1$plot_utility_components(loess_span=0.25)
## `geom_smooth()` using formula = 'y ~ x'

1.10 Plot Actor Utility Timeseries and Distribution by Strategy

env1$plot_actor_utility_strategy_summary(loess_span=0.5)

1.11 Fitness Landscape Peaks Distributions

Number of changes to component ties as distance from counterfactual affiliation configurations

## Use random uniform values for all combinations like traditional NK model
env1$compute_fitness_landscape(component_coCovar=NA)
## 
## The mean number of peaks per landscape is: 749.3 
## 
## The std. deviation of the number of peaks per landscape is: 138.9339 
## 
## The skewness of the number of peaks per landscape is: -0.06420876 
## 
## The kurtosis of the number of peaks per landscape is: -0.5451137 
## 
## Elapsed time: 21.4 sec
## Use the component values as the means of random noise for different payoff combinations 
# env1$compute_fitness_landscape(component_coCovar=1)
## LOWER SD of component values noise for different payoff combinations 
# env1$compute_fitness_landscape(component_coCovar=1, component_value_sd=0.01)
## HIGHER SD of component values noise for different payoff combinations 
# env1$compute_fitness_landscape(component_coCovar=1, component_value_sd=0.5)

2. Environmental WITH Endogenous Noise

Structural Effects in range [-1, 0.4]

2.1 Environmental Configuration

Reuse existing environ_config

2.2 Structrual Model

SAOM Objective Function serves as the stochastic actor’s utility function for strategic search.

strategies <- list(
  egoX   =   c(-1, 0, 1),
  inPopX =   c( 1, 0, -1)
)

## 2.b. Component Payoffs vector
set.seed(12345)
component_payoffs <-  runif(environ_params$N, min = 0, max = 1)
## 2. Strategies sets the objective function as a linear combination of network stats across DVs
#
actor_strats_list <- lapply(strategies, function(strat) rep(strat,  environ_params$M/length(strat)) )

component_int_mat <- create_block_diag(environ_params$N, round(environ_params$N/3))

# dyad_cov_XWX <- ( outer(component_payoffs, component_payoffs, '*') * 
#     create_block_diag(environ_params$N, round(environ_params$N/3))
# )
dyad_cov_X <- matrix(runif(n = environ_params$N*environ_params$M, min = -.5, max= 1), nrow=environ_params$M) 
# dyad_cov_XWX_X <- t( dyad_cov_XWX %*% t(dyad_cov_X) )

#
structure_model <- list(
  dv_bipartite = list(
    name = 'self$bipartite_rsienaDV',
    effects = list( ##**STRUCTURAL EFFECTS -- dyadic/network endogeneity sources**
      list(effect='density', parameter= -.3, dv_name=DV_NAME, fix=T ), ##interaction1 = NULL
      list(effect='inPop',   parameter= .2, dv_name=DV_NAME, fix=T ), #interaction1 = NUL
      list(effect='outAct',  parameter= .1, dv_name=DV_NAME, fix=T )
    ),
    ## COVARIATE EFFECTS
    coCovars = list( 
      ##** COMPONENTS : MONADIC CONSTANT COVARIATE EFFECTS **##
      # list(effect='altX',   parameter= 0, dv_name=DV_NAME, fix=T,
      #      interaction1='self$component_1_coCovar', x = component_payoffs 
      # ),
      # list(effect='outActX',   parameter= 0, dv_name=DV_NAME, fix=T,
      #      interaction1='self$component_1_coCovar', x = component_payoffs 
      # ),
      ##** STRATEGIES : MONADIC CONSTANT COVARIATE EFFECTS **##
      list(effect='egoX',   parameter= .2,  dv_name=DV_NAME, fix=T,
           interaction1='self$strat_1_coCovar',   x = actor_strats_list[[1]] 
      ), #interaction1 = NULL
      list(effect='inPopX', parameter= .2,  dv_name=DV_NAME, fix=T,
           interaction1='self$strat_2_coCovar',  x = actor_strats_list[[2]]
      ) ,
      list(effect='totInDist2', parameter= 0,  dv_name=DV_NAME, fix=T,
           interaction1='self$strat_3_coCovar',  x = (actor_strats_list[[1]] - actor_strats_list[[2]] )
      )
    ),
    ##**MONADIC TIME-VARYING COVARIATE EFFECTS -- DYNAMIC STRATEGY PROGRAMS**
    varCovars = list(),
    ##**DYADIC CONSTANT COVARIATE EFFECTS -- EXOGENOUS INTERACTION MATRIX**
    coDyadCovars = list(
      list(effect='XWX',   parameter= .02, dv_name=DV_NAME, fix=T, nodeSet=c('COMPONENTS','COMPONENTS'),##if M=N, must provide nodeSet
           interaction1='self$component_1_coDyadCovar',
           x = component_int_mat ## component-[actor]-component dyads
      ) ,
      list(effect='X',   parameter= 0, dv_name=DV_NAME, fix=T, nodeSet=c('ACTORS','COMPONENTS'), ##if M=N, must provide nodeSet
           interaction1='self$component_2_coDyadCovar',
           x = dyad_cov_X ## deltas = changes of payoff contributions from each actor-component
      )
    ),
     ##**DYADIC TIME-VARYING COVARIATE EFFECTS -- DYNAMIC INTERACTION MATRIX**
    varDyadCovars = list(),
    interactions = list(
      list(effect='egoX|XWX',   parameter= -.01, dv_name=DV_NAME, fix=T,
           interaction1='self$strat_1_coCovar',
           interaction2='self$component_1_coDyadCovar'
      ),
      list(effect='inPopX|X',   parameter= .1, dv_name=DV_NAME, fix=T,
           interaction1='self$strat_2_coCovar',
           interaction2='self$component_2_coDyadCovar'
      ),
      list(effect='totInDist2|X',   parameter= .1, dv_name=DV_NAME, fix=T,
           interaction1='self$strat_3_coCovar',
           interaction2='self$component_2_coDyadCovar'
      )
    )
  )
)

2.3 Run RSiena Search Process

env2 <- SaomNkRSienaBiEnv$new(environ_params)
## 
## TEST FROM CALLED CLASS INIT *BEFORE* BASE INIT
## 
## CALLED _BASE_ INIT
## 
## TEST FROM CALLED CLASS INIT *AFTER* BASE INIT
## Run Rsiena search using variable parameters in theta_matrix
env2$search_rsiena(
  structure_model,
  iterations = env1$M * steps_per_actor,
  digits = 4,
  run_seed = 12345
)
## 
## 
## self$rsiena_data : 
## 
## Dependent variables:  self$bipartite_rsienaDV 
## Number of observations: 2 
## 
## Nodesets                 ACTORS      COMPONENTS 
## Number of nodes              12              12 
## 
## Dependent variable self$bipartite_rsienaDV
## Type               bipartite              
## Observations       2                      
## First nodeset      ACTORS                 
## Second nodeset     COMPONENTS             
## Densities          1 1                    
## 
## Constant covariates:  self$strat_1_coCovar, self$strat_2_coCovar, self$strat_3_coCovar 
## Constant dyadic covariates:  self$component_1_coDyadCovar, self$component_2_coDyadCovar 
## 
##  structural effects i=1, j=1
## $effect
## [1] "density"
## 
## $parameter
## [1] -0.3
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
##   effectName          include fix  test  initialValue parm
## 1 outdegree (density) TRUE    TRUE FALSE    1.60944   0   
##   effectName          include fix  test  initialValue parm
## 1 outdegree (density) TRUE    TRUE FALSE          0   -0.3
## 
##  structural effects i=1, j=2
## $effect
## [1] "inPop"
## 
## $parameter
## [1] 0.2
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
##   effectName            include fix  test  initialValue parm
## 1 indegree - popularity TRUE    TRUE FALSE          0   0   
##   effectName            include fix  test  initialValue parm
## 1 indegree - popularity TRUE    TRUE FALSE          0   0.2 
## 
##  structural effects i=1, j=3
## $effect
## [1] "outAct"
## 
## $parameter
## [1] 0.1
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
##   effectName           include fix  test  initialValue parm
## 1 outdegree - activity TRUE    TRUE FALSE          0   0   
##   effectName           include fix  test  initialValue parm
## 1 outdegree - activity TRUE    TRUE FALSE          0   0.1 
## 
##  coCovars i=1, j=1
## $effect
## [1] "egoX"
## 
## $parameter
## [1] 0.2
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $interaction1
## [1] "self$strat_1_coCovar"
## 
## $x
##  [1] -1  0  1 -1  0  1 -1  0  1 -1  0  1
## 
##   effectName               include fix  test  initialValue parm
## 1 self$strat_1_coCovar ego TRUE    TRUE FALSE          0   0   
##   effectName               include fix  test  initialValue parm
## 1 self$strat_1_coCovar ego TRUE    TRUE FALSE          0   0.2 
## 
##  coCovars i=1, j=2
## $effect
## [1] "inPopX"
## 
## $parameter
## [1] 0.2
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $interaction1
## [1] "self$strat_2_coCovar"
## 
## $x
##  [1]  1  0 -1  1  0 -1  1  0 -1  1  0 -1
## 
##   effectName                                    include fix  test  initialValue
## 1 ind. pop.^(1/#) weighted self$strat_2_coCovar TRUE    TRUE FALSE          0  
##   parm
## 1 1   
##   effectName                                    include fix  test  initialValue
## 1 ind. pop.^(1/#) weighted self$strat_2_coCovar TRUE    TRUE FALSE          0  
##   parm
## 1 0.2 
## 
##  coCovars i=1, j=3
## $effect
## [1] "totInDist2"
## 
## $parameter
## [1] 0
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $interaction1
## [1] "self$strat_3_coCovar"
## 
## $x
##  [1] -2  0  2 -2  0  2 -2  0  2 -2  0  2
## 
##   effectName                               include fix  test  initialValue parm
## 1 self$strat_3_coCovar tot in-alter dist 2 TRUE    TRUE FALSE          0   0   
##   effectName                               include fix  test  initialValue parm
## 1 self$strat_3_coCovar tot in-alter dist 2 TRUE    TRUE FALSE          0   0   
## 
##  coDyadCovars i=1, j=1
## $effect
## [1] "XWX"
## 
## $parameter
## [1] 0.02
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $nodeSet
## [1] "COMPONENTS" "COMPONENTS"
## 
## $interaction1
## [1] "self$component_1_coDyadCovar"
## 
## $x
##       [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12]
##  [1,]    1    1    1    0    0    0    0    0    0     0     0     0
##  [2,]    1    1    1    0    0    0    0    0    0     0     0     0
##  [3,]    1    1    1    0    0    0    0    0    0     0     0     0
##  [4,]    0    0    0    1    1    1    0    0    0     0     0     0
##  [5,]    0    0    0    1    1    1    0    0    0     0     0     0
##  [6,]    0    0    0    1    1    1    0    0    0     0     0     0
##  [7,]    0    0    0    0    0    0    1    1    1     0     0     0
##  [8,]    0    0    0    0    0    0    1    1    1     0     0     0
##  [9,]    0    0    0    0    0    0    1    1    1     0     0     0
## [10,]    0    0    0    0    0    0    0    0    0     1     1     1
## [11,]    0    0    0    0    0    0    0    0    0     1     1     1
## [12,]    0    0    0    0    0    0    0    0    0     1     1     1
## 
##   effectName                                    include fix  test  initialValue
## 1 XW=>X closure of self$component_1_coDyadCovar TRUE    TRUE FALSE          0  
##   parm
## 1 0   
##   effectName                                    include fix  test  initialValue
## 1 XW=>X closure of self$component_1_coDyadCovar TRUE    TRUE FALSE          0  
##   parm
## 1 0.02
## 
##  coDyadCovars i=1, j=2
## $effect
## [1] "X"
## 
## $parameter
## [1] 0
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $nodeSet
## [1] "ACTORS"     "COMPONENTS"
## 
## $interaction1
## [1] "self$component_2_coDyadCovar"
## 
## $x
##               [,1]        [,2]        [,3]        [,4]       [,5]         [,6]
##  [1,]  0.603527429  0.46681395  0.80319235 -0.41741927  0.6873517  0.059404367
##  [2,] -0.498295120  0.08474273  0.85623200  0.43831420 -0.1119735  0.003707558
##  [3,]  0.086805003  0.54781546  0.42613685  0.94670543  0.9789757 -0.427622971
##  [4,]  0.193741981  0.31608680 -0.29895255  0.74095430  0.6353106  0.428421309
##  [5,]  0.082215972 -0.16029923  0.67328992 -0.02745765  0.9696674  0.942170938
##  [6,]  0.103727713  0.22683663  0.14379823 -0.18046182 -0.1715782  0.482440764
##  [7,] -0.231554623  0.68951075  0.89091096  0.59874418  0.9230608  0.265437987
##  [8,]  0.927488131 -0.49101856  0.65986484  0.24886153 -0.2758131 -0.274852684
##  [9,]  0.180592110 -0.21843133 -0.11047813  0.59465796  0.4005355  0.805671821
## [10,] -0.009871387  0.52275043 -0.01816299 -0.37949593  0.9196461  0.271662517
## [11,]  0.948122985  0.05515619 -0.40970726  0.15329573  0.5325300 -0.487028130
## [12,]  0.561222816  0.04243836 -0.43481532 -0.14512932  0.2583006 -0.471207852
##              [,7]       [,8]        [,9]       [,10]      [,11]       [,12]
##  [1,] -0.28323215  0.5801748 -0.12332339  0.33918510  0.7191507 -0.27948818
##  [2,] -0.04245237  0.6249194 -0.17739638  0.27237634  0.4947419  0.93860569
##  [3,]  0.73848529 -0.3565392  0.41421407 -0.36543221  0.9167120  0.98516567
##  [4,]  0.25351696  0.0967388  0.07516695  0.52487586  0.8122661  0.24465896
##  [5,]  0.70535894 -0.0583019  0.63290657  0.56495807  0.5460568  0.87947147
##  [6,] -0.40904003  0.4258805  0.06960436  0.70034733 -0.2224387  0.05819521
##  [7,]  0.89193270  0.9614112  0.69245810  0.91611762 -0.3536835  0.74058617
##  [8,]  0.71226783  0.4273181  0.85853670 -0.22003079  0.7116400  0.33856442
##  [9,] -0.38177999  0.2820538  0.97603926 -0.08203658  0.2826665  0.69350681
## [10,]  0.40139242  0.8537557  0.38192196  0.66139493  0.5403110  0.02803262
## [11,]  0.57216982  0.4561816 -0.48580392 -0.44982858 -0.1755056 -0.18720849
## [12,]  0.27076848  0.7964517 -0.01881190  0.50787721  0.4449143  0.67717094
## 
## There is no effect with short name X, 
## and with interaction1 = <>, interaction2 = <>, and type = <eval>, 
## for dependent variable self$bipartite_rsienaDV .
## See effectsDocumentation() for this effects object.
##   effectName                   include fix  test  initialValue parm
## 1 self$component_2_coDyadCovar TRUE    TRUE FALSE          0   0   
## 
##  interactions i=1, j=1
## $effect
## [1] "egoX|XWX"
## 
## $parameter
## [1] -0.01
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $interaction1
## [1] "self$strat_1_coCovar"
## 
## $interaction2
## [1] "self$component_1_coDyadCovar"
## 
## $effects
## [1] "egoX" "XWX" 
## 
##   effectName                                                              
## 1 self$strat_1_coCovar ego x XW=>X closure of self$component_1_coDyadCovar
##   include fix  test  initialValue parm effect1 effect2
## 1 TRUE    TRUE FALSE          0   0    89      81     
## 
##  interactions i=1, j=2
## $effect
## [1] "inPopX|X"
## 
## $parameter
## [1] 0.1
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $interaction1
## [1] "self$strat_2_coCovar"
## 
## $interaction2
## [1] "self$component_2_coDyadCovar"
## 
## $effects
## [1] "inPopX" "X"     
## 
##   effectName                                                                    
## 1 ind. pop.^(1/0.2) weighted self$strat_2_coCovar x self$component_2_coDyadCovar
##   include fix  test  initialValue parm effect1 effect2
## 1 TRUE    TRUE FALSE          0   0    170     86     
## 
##  interactions i=1, j=3
## $effect
## [1] "totInDist2|X"
## 
## $parameter
## [1] 0.1
## 
## $dv_name
## [1] "self$bipartite_rsienaDV"
## 
## $fix
## [1] TRUE
## 
## $interaction1
## [1] "self$strat_3_coCovar"
## 
## $interaction2
## [1] "self$component_2_coDyadCovar"
## 
## $effects
## [1] "totInDist2" "X"         
## 
##   effectName                                                             
## 1 self$strat_3_coCovar tot in-alter dist 2 x self$component_2_coDyadCovar
##   include fix  test  initialValue parm effect1 effect2
## 1 TRUE    TRUE FALSE          0   0    209     86     
## [1] "density"
## [1] "inPop"
## [1] "outAct"
## [1] "XWX"
## [1] "X"
## [1] "egoX"
## [1] "inPopX"
## [1] "totInDist2"
## [1] "egoX|XWX"
## [1] "inPopX|X"
## [1] "totInDist2|X"
## 
## 
##  theta_matrix : 
## 
##        density inPop outAct  XWX X egoX inPopX totInDist2 egoX|XWX inPopX|X
##   [1,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##   [2,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##   [3,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##   [4,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##   [5,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##   [6,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##   [7,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##   [8,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##   [9,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [10,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [11,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [12,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [13,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [14,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [15,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [16,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [17,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [18,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [19,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [20,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [21,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [22,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [23,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [24,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [25,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [26,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [27,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [28,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [29,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [30,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [31,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [32,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [33,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [34,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [35,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [36,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [37,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [38,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [39,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [40,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [41,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [42,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [43,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [44,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [45,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [46,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [47,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [48,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [49,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [50,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [51,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [52,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [53,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [54,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [55,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [56,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [57,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [58,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [59,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [60,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [61,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [62,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [63,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [64,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [65,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [66,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [67,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [68,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [69,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [70,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [71,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [72,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [73,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [74,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [75,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [76,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [77,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [78,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [79,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [80,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [81,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [82,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [83,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [84,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [85,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [86,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [87,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [88,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [89,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [90,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [91,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [92,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [93,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [94,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [95,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [96,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [97,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [98,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##  [99,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [100,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [101,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [102,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [103,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [104,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [105,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [106,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [107,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [108,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [109,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [110,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [111,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [112,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [113,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [114,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [115,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [116,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [117,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [118,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [119,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [120,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [121,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [122,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [123,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [124,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [125,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [126,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [127,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [128,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [129,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
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## [504,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [505,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [506,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [507,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [508,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [509,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [510,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [511,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [512,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [513,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [514,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [515,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [516,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [517,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [518,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [519,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [520,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [521,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [522,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [523,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [524,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [525,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [526,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [527,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [528,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [529,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [530,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [531,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [532,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [533,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [534,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [535,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [536,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [537,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [538,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [539,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [540,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [541,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [542,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [543,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [544,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [545,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [546,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [547,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [548,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [549,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [550,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [551,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [552,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [553,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [554,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [555,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [556,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [557,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [558,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [559,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [560,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [561,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [562,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [563,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [564,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [565,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [566,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [567,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [568,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [569,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [570,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [571,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [572,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [573,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [574,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [575,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [576,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [577,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [578,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [579,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [580,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [581,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [582,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [583,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [584,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [585,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [586,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [587,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [588,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [589,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [590,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [591,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [592,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [593,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [594,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [595,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [596,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [597,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [598,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [599,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
## [600,]    -0.3   0.2    0.1 0.02 0  0.2    0.2          0    -0.01      0.1
##        totInDist2|X
##   [1,]          0.1
##   [2,]          0.1
##   [3,]          0.1
##   [4,]          0.1
##   [5,]          0.1
##   [6,]          0.1
##   [7,]          0.1
##   [8,]          0.1
##   [9,]          0.1
##  [10,]          0.1
##  [11,]          0.1
##  [12,]          0.1
##  [13,]          0.1
##  [14,]          0.1
##  [15,]          0.1
##  [16,]          0.1
##  [17,]          0.1
##  [18,]          0.1
##  [19,]          0.1
##  [20,]          0.1
##  [21,]          0.1
##  [22,]          0.1
##  [23,]          0.1
##  [24,]          0.1
##  [25,]          0.1
##  [26,]          0.1
##  [27,]          0.1
##  [28,]          0.1
##  [29,]          0.1
##  [30,]          0.1
##  [31,]          0.1
##  [32,]          0.1
##  [33,]          0.1
##  [34,]          0.1
##  [35,]          0.1
##  [36,]          0.1
##  [37,]          0.1
##  [38,]          0.1
##  [39,]          0.1
##  [40,]          0.1
##  [41,]          0.1
##  [42,]          0.1
##  [43,]          0.1
##  [44,]          0.1
##  [45,]          0.1
##  [46,]          0.1
##  [47,]          0.1
##  [48,]          0.1
##  [49,]          0.1
##  [50,]          0.1
##  [51,]          0.1
##  [52,]          0.1
##  [53,]          0.1
##  [54,]          0.1
##  [55,]          0.1
##  [56,]          0.1
##  [57,]          0.1
##  [58,]          0.1
##  [59,]          0.1
##  [60,]          0.1
##  [61,]          0.1
##  [62,]          0.1
##  [63,]          0.1
##  [64,]          0.1
##  [65,]          0.1
##  [66,]          0.1
##  [67,]          0.1
##  [68,]          0.1
##  [69,]          0.1
##  [70,]          0.1
##  [71,]          0.1
##  [72,]          0.1
##  [73,]          0.1
##  [74,]          0.1
##  [75,]          0.1
##  [76,]          0.1
##  [77,]          0.1
##  [78,]          0.1
##  [79,]          0.1
##  [80,]          0.1
##  [81,]          0.1
##  [82,]          0.1
##  [83,]          0.1
##  [84,]          0.1
##  [85,]          0.1
##  [86,]          0.1
##  [87,]          0.1
##  [88,]          0.1
##  [89,]          0.1
##  [90,]          0.1
##  [91,]          0.1
##  [92,]          0.1
##  [93,]          0.1
##  [94,]          0.1
##  [95,]          0.1
##  [96,]          0.1
##  [97,]          0.1
##  [98,]          0.1
##  [99,]          0.1
## [100,]          0.1
## [101,]          0.1
## [102,]          0.1
## [103,]          0.1
## [104,]          0.1
## [105,]          0.1
## [106,]          0.1
## [107,]          0.1
## [108,]          0.1
## [109,]          0.1
## [110,]          0.1
## [111,]          0.1
## [112,]          0.1
## [113,]          0.1
## [114,]          0.1
## [115,]          0.1
## [116,]          0.1
## [117,]          0.1
## [118,]          0.1
## [119,]          0.1
## [120,]          0.1
## [121,]          0.1
## [122,]          0.1
## [123,]          0.1
## [124,]          0.1
## [125,]          0.1
## [126,]          0.1
## [127,]          0.1
## [128,]          0.1
## [129,]          0.1
## [130,]          0.1
## [131,]          0.1
## [132,]          0.1
## [133,]          0.1
## [134,]          0.1
## [135,]          0.1
## [136,]          0.1
## [137,]          0.1
## [138,]          0.1
## [139,]          0.1
## [140,]          0.1
## [141,]          0.1
## [142,]          0.1
## [143,]          0.1
## [144,]          0.1
## [145,]          0.1
## [146,]          0.1
## [147,]          0.1
## [148,]          0.1
## [149,]          0.1
## [150,]          0.1
## [151,]          0.1
## [152,]          0.1
## [153,]          0.1
## [154,]          0.1
## [155,]          0.1
## [156,]          0.1
## [157,]          0.1
## [158,]          0.1
## [159,]          0.1
## [160,]          0.1
## [161,]          0.1
## [162,]          0.1
## [163,]          0.1
## [164,]          0.1
## [165,]          0.1
## [166,]          0.1
## [167,]          0.1
## [168,]          0.1
## [169,]          0.1
## [170,]          0.1
## [171,]          0.1
## [172,]          0.1
## [173,]          0.1
## [174,]          0.1
## [175,]          0.1
## [176,]          0.1
## [177,]          0.1
## [178,]          0.1
## [179,]          0.1
## [180,]          0.1
## [181,]          0.1
## [182,]          0.1
## [183,]          0.1
## [184,]          0.1
## [185,]          0.1
## [186,]          0.1
## [187,]          0.1
## [188,]          0.1
## [189,]          0.1
## [190,]          0.1
## [191,]          0.1
## [192,]          0.1
## [193,]          0.1
## [194,]          0.1
## [195,]          0.1
## [196,]          0.1
## [197,]          0.1
## [198,]          0.1
## [199,]          0.1
## [200,]          0.1
## [201,]          0.1
## [202,]          0.1
## [203,]          0.1
## [204,]          0.1
## [205,]          0.1
## [206,]          0.1
## [207,]          0.1
## [208,]          0.1
## [209,]          0.1
## [210,]          0.1
## [211,]          0.1
## [212,]          0.1
## [213,]          0.1
## [214,]          0.1
## [215,]          0.1
## [216,]          0.1
## [217,]          0.1
## [218,]          0.1
## [219,]          0.1
## [220,]          0.1
## [221,]          0.1
## [222,]          0.1
## [223,]          0.1
## [224,]          0.1
## [225,]          0.1
## [226,]          0.1
## [227,]          0.1
## [228,]          0.1
## [229,]          0.1
## [230,]          0.1
## [231,]          0.1
## [232,]          0.1
## [233,]          0.1
## [234,]          0.1
## [235,]          0.1
## [236,]          0.1
## [237,]          0.1
## [238,]          0.1
## [239,]          0.1
## [240,]          0.1
## [241,]          0.1
## [242,]          0.1
## [243,]          0.1
## [244,]          0.1
## [245,]          0.1
## [246,]          0.1
## [247,]          0.1
## [248,]          0.1
## [249,]          0.1
## [250,]          0.1
## [251,]          0.1
## [252,]          0.1
## [253,]          0.1
## [254,]          0.1
## [255,]          0.1
## [256,]          0.1
## [257,]          0.1
## [258,]          0.1
## [259,]          0.1
## [260,]          0.1
## [261,]          0.1
## [262,]          0.1
## [263,]          0.1
## [264,]          0.1
## [265,]          0.1
## [266,]          0.1
## [267,]          0.1
## [268,]          0.1
## [269,]          0.1
## [270,]          0.1
## [271,]          0.1
## [272,]          0.1
## [273,]          0.1
## [274,]          0.1
## [275,]          0.1
## [276,]          0.1
## [277,]          0.1
## [278,]          0.1
## [279,]          0.1
## [280,]          0.1
## [281,]          0.1
## [282,]          0.1
## [283,]          0.1
## [284,]          0.1
## [285,]          0.1
## [286,]          0.1
## [287,]          0.1
## [288,]          0.1
## [289,]          0.1
## [290,]          0.1
## [291,]          0.1
## [292,]          0.1
## [293,]          0.1
## [294,]          0.1
## [295,]          0.1
## [296,]          0.1
## [297,]          0.1
## [298,]          0.1
## [299,]          0.1
## [300,]          0.1
## [301,]          0.1
## [302,]          0.1
## [303,]          0.1
## [304,]          0.1
## [305,]          0.1
## [306,]          0.1
## [307,]          0.1
## [308,]          0.1
## [309,]          0.1
## [310,]          0.1
## [311,]          0.1
## [312,]          0.1
## [313,]          0.1
## [314,]          0.1
## [315,]          0.1
## [316,]          0.1
## [317,]          0.1
## [318,]          0.1
## [319,]          0.1
## [320,]          0.1
## [321,]          0.1
## [322,]          0.1
## [323,]          0.1
## [324,]          0.1
## [325,]          0.1
## [326,]          0.1
## [327,]          0.1
## [328,]          0.1
## [329,]          0.1
## [330,]          0.1
## [331,]          0.1
## [332,]          0.1
## [333,]          0.1
## [334,]          0.1
## [335,]          0.1
## [336,]          0.1
## [337,]          0.1
## [338,]          0.1
## [339,]          0.1
## [340,]          0.1
## [341,]          0.1
## [342,]          0.1
## [343,]          0.1
## [344,]          0.1
## [345,]          0.1
## [346,]          0.1
## [347,]          0.1
## [348,]          0.1
## [349,]          0.1
## [350,]          0.1
## [351,]          0.1
## [352,]          0.1
## [353,]          0.1
## [354,]          0.1
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## If you use this algorithm object, siena07 will create/use an output file C:/Users/sdr8y/OneDrive - University of Missouri/Research/Search_networks/SaoMNK/R/_test_tutorial_nb__173939321374.txt .
## 
## Start phase 0 
## theta: 0 0 0 0 0 0 0 0 0 0 0 
## 
## Start phase 3 
## Phase 3 Iteration 500 Progress 83%
## Parameter values used for simulations
## 
##                                                                                           Mean      Standard      
##                                                                                             value   Deviation     
## 
## Rate parameters: 
##   0        Rate parameter                                                                    NA   ( NA        )   
## 
## Other parameters: 
##    1. eval outdegree (density)                                                            -0.30   ( NA        )   
##    2. eval indegree - popularity                                                           0.20   ( NA        )   
##    3. eval outdegree - activity                                                            0.10   ( NA        )   
##    4. eval XW=>X closure of self$component_1_coDyadCovar                                   0.02   ( NA        )   
##    5. eval self$component_2_coDyadCovar                                                    0.00   ( NA        )   
##    6. eval self$strat_1_coCovar ego                                                        0.20   ( NA        )   
##    7. eval ind. pop.^(1/0.2) weighted self$strat_2_coCovar                                 0.20   ( NA        )   
##    8. eval self$strat_3_coCovar tot in-alter dist 2                                        0.00   ( NA        )   
##    9. eval self$strat_1_coCovar ego x XW=>X closure of self$component_1_coDyadCovar       -0.01   ( NA        )   
##   10. eval ind. pop.^(1/0.2) weighted self$strat_2_coCovar x self$component_2_coDyadCovar  0.10   ( NA        )   
##   11. eval self$strat_3_coCovar tot in-alter dist 2 x self$component_2_coDyadCovar         0.10   ( NA        )   
## 
## Simulated means and standard deviations
##   1. Number of ties                                                                 143.870    0.337 
##   2. Sum of squared indegrees                                                      1725.010    7.741 
##   3. Sum of squared outdegrees                                                     1725.010    7.741 
##   4. XW=>X closure of self$component_1_coDyadCovar                                  287.480    1.346 
##   5. Sum of ties x self$component_2_coDyadCovar                                      -0.006    0.135 
##   6. Sum of outdegrees x self$strat_1_coCovar                                         0.027    0.310 
##   7. indegree pop.^(1/0.2) weighted self$strat_2_coCovar                             -0.293    3.410 
##   8. self$strat_3_coCovar tot in-alter dist 2                                         0.533    6.201 
##   9. self$strat_1_coCovar ego x XW=>X closure of self$component_1_coDyadCovar         0.107    1.240 
##  10. ind. pop.^(1/0.2) weighted self$strat_2_coCovar x self$component_2_coDyadCovar  -0.007    0.371 
##  11. self$strat_3_coCovar tot in-alter dist 2 x self$component_2_coDyadCovar         12.611    0.816 
## 
## 
## Simulated statistics are in x$sf
## and simulated dependent variables in x$sims, where x is the created object.
## 
## Total of 600 iteration steps.
## 
## Covariance matrix of estimates (correlations below diagonal)
## 
##            0            0            0            0            0            0            0            0            0            0            0
##          NaN            0            0            0            0            0            0            0            0            0            0
##          NaN          NaN            0            0            0            0            0            0            0            0            0
##          NaN          NaN          NaN            0            0            0            0            0            0            0            0
##          NaN          NaN          NaN          NaN            0            0            0            0            0            0            0
##          NaN          NaN          NaN          NaN          NaN            0            0            0            0            0            0
##          NaN          NaN          NaN          NaN          NaN          NaN            0            0            0            0            0
##          NaN          NaN          NaN          NaN          NaN          NaN          NaN            0            0            0            0
##          NaN          NaN          NaN          NaN          NaN          NaN          NaN          NaN            0            0            0
##          NaN          NaN          NaN          NaN          NaN          NaN          NaN          NaN          NaN            0            0
##          NaN          NaN          NaN          NaN          NaN          NaN          NaN          NaN          NaN          NaN            0
## 
## Derivative matrix of expected statistics X by parameters:
## 
##        0.113        2.593        2.593        0.451        0.005       -0.022        0.238        0.000       -0.086        0.006        0.000
##        1.353       31.113       31.113        5.411        0.064       -0.259        2.852        0.000       -1.037        0.069       -0.006
##        2.593       59.633       59.633       10.371        0.123       -0.497        5.467        0.000       -1.988        0.132       -0.011
##        0.451       10.371       10.371        1.804        0.021       -0.086        0.951        0.000       -0.346        0.023       -0.002
##        0.005        0.121        0.121        0.021        0.018       -0.006        0.064        0.000       -0.023       -0.006        0.021
##       -0.020       -0.466       -0.466       -0.081       -0.005        0.084       -0.928        0.000        0.337        0.003       -0.023
##        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000
##        0.000        0.000        0.000        0.000        0.000        0.000        0.000        1.000        0.000        0.000        0.000
##       -0.081       -1.863       -1.863       -0.324       -0.022        0.337       -3.711        0.000        1.349        0.013       -0.091
##        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000        0.000
##        0.011        0.253        0.253        0.044        0.008       -0.018        0.202        0.000       -0.073       -0.016        0.084
## 
## Covariance matrix of X (correlations below diagonal):
## 
##        0.113        2.606        2.606        0.453        0.005       -0.023        0.256       -0.465       -0.093        0.006        0.000
##        1.000       59.930       59.930       10.423        0.125       -0.534        5.879      -10.690       -2.138        0.131       -0.001
##        1.000        1.000       59.930       10.423        0.125       -0.534        5.879      -10.690       -2.138        0.131       -0.001
##        1.000        1.000        1.000        1.813        0.022       -0.093        1.023       -1.859       -0.372        0.023        0.000
##        0.120        0.120        0.120        0.120        0.018       -0.006        0.070       -0.127       -0.025       -0.007        0.022
##       -0.223       -0.223       -0.223       -0.223       -0.153        0.096       -1.057        1.922        0.384        0.004       -0.026
##        0.223        0.223        0.223        0.223        0.153       -1.000       11.630      -21.145       -4.229       -0.040        0.286
##       -0.223       -0.223       -0.223       -0.223       -0.153        1.000       -1.000       38.446        7.689        0.072       -0.519
##       -0.223       -0.223       -0.223       -0.223       -0.153        1.000       -1.000        1.000        1.538        0.014       -0.104
##        0.046        0.046        0.046        0.046       -0.131        0.031       -0.031        0.031        0.031        0.138       -0.291
##        0.000        0.000        0.000        0.000        0.196       -0.103        0.103       -0.103       -0.103       -0.960        0.666
## 
## 
## 
## Simulated Decision Chain Summary:
## 
##    dv_type           dv_type_bin  dv_varname           id_from      
##  Length:600         Min.   :0    Length:600         Min.   : 1.000  
##  Class :character   1st Qu.:0    Class :character   1st Qu.: 4.000  
##  Mode  :character   Median :0    Mode  :character   Median : 7.000  
##                     Mean   :0                       Mean   : 6.665  
##                     3rd Qu.:0                       3rd Qu.:10.000  
##                     Max.   :0                       Max.   :12.000  
##                                                                     
##      id_to       beh_difference reciprocal_rate   LogOptionSetProb
##  Min.   : 1.00   Min.   :0      Min.   :0.08333   Min.   :-2.485  
##  1st Qu.:13.00   1st Qu.:0      1st Qu.:0.08333   1st Qu.:-2.485  
##  Median :13.00   Median :0      Median :0.08333   Median :-2.485  
##  Mean   :12.26   Mean   :0      Mean   :0.08333   Mean   :-2.485  
##  3rd Qu.:13.00   3rd Qu.:0      3rd Qu.:0.08333   3rd Qu.:-2.485  
##  Max.   :13.00   Max.   :0      Max.   :0.08333   Max.   :-2.485  
##                                                                   
##  LogChoiceProb       diagonal         stability       tie_change     
##  Min.   :-4.8979   Length:600         Mode :logical   Mode :logical  
##  1st Qu.:-0.1473   Class :character   FALSE:78        FALSE:522      
##  Median :-0.1275   Mode  :character   TRUE :522       TRUE :78       
##  Mean   :-0.7075                                                     
##  3rd Qu.:-0.1125                                                     
##  Max.   :-0.1058                                                     
##                                                                      
##  chain_step_id  
##  Min.   :  3.0  
##  1st Qu.:151.0  
##  Median :300.0  
##  Mean   :295.8  
##  3rd Qu.:444.0  
##  Max.   :593.0  
##  NA's   :2      
## [1] 600  13
##     dv_type dv_type_bin              dv_varname id_from id_to beh_difference
## 1   Network           0 self$bipartite_rsienaDV      11    13              0
## 2   Network           0 self$bipartite_rsienaDV       4    13              0
## 3   Network           0 self$bipartite_rsienaDV      12     5              0
## 4   Network           0 self$bipartite_rsienaDV       9     1              0
## 5   Network           0 self$bipartite_rsienaDV       6    13              0
## 6   Network           0 self$bipartite_rsienaDV       3    13              0
## 7   Network           0 self$bipartite_rsienaDV       9    13              0
## 8   Network           0 self$bipartite_rsienaDV       9    13              0
## 9   Network           0 self$bipartite_rsienaDV       1    13              0
## 10  Network           0 self$bipartite_rsienaDV       5    13              0
## 11  Network           0 self$bipartite_rsienaDV       2    13              0
## 12  Network           0 self$bipartite_rsienaDV       4    13              0
## 13  Network           0 self$bipartite_rsienaDV       8    13              0
## 14  Network           0 self$bipartite_rsienaDV       4    13              0
## 15  Network           0 self$bipartite_rsienaDV       6    13              0
## 16  Network           0 self$bipartite_rsienaDV       6    13              0
## 17  Network           0 self$bipartite_rsienaDV       4    13              0
## 18  Network           0 self$bipartite_rsienaDV      12    13              0
## 19  Network           0 self$bipartite_rsienaDV      12    13              0
## 20  Network           0 self$bipartite_rsienaDV       5    13              0
## 21  Network           0 self$bipartite_rsienaDV       8    13              0
## 22  Network           0 self$bipartite_rsienaDV       7    13              0
## 23  Network           0 self$bipartite_rsienaDV       1    13              0
## 24  Network           0 self$bipartite_rsienaDV      10    13              0
## 25  Network           0 self$bipartite_rsienaDV       1    13              0
## 26  Network           0 self$bipartite_rsienaDV       1    13              0
## 27  Network           0 self$bipartite_rsienaDV       7    13              0
## 28  Network           0 self$bipartite_rsienaDV       2    13              0
## 29  Network           0 self$bipartite_rsienaDV       8    13              0
## 30  Network           0 self$bipartite_rsienaDV       7    13              0
## 31  Network           0 self$bipartite_rsienaDV      11    13              0
## 32  Network           0 self$bipartite_rsienaDV      10    13              0
## 33  Network           0 self$bipartite_rsienaDV      11    13              0
## 34  Network           0 self$bipartite_rsienaDV       1    13              0
## 35  Network           0 self$bipartite_rsienaDV       7     9              0
## 36  Network           0 self$bipartite_rsienaDV       9    13              0
## 37  Network           0 self$bipartite_rsienaDV      10     3              0
## 38  Network           0 self$bipartite_rsienaDV      10    13              0
## 39  Network           0 self$bipartite_rsienaDV       3    12              0
## 40  Network           0 self$bipartite_rsienaDV       7    13              0
## 41  Network           0 self$bipartite_rsienaDV      12    13              0
## 42  Network           0 self$bipartite_rsienaDV       7    13              0
## 43  Network           0 self$bipartite_rsienaDV       3    13              0
## 44  Network           0 self$bipartite_rsienaDV       6    13              0
## 45  Network           0 self$bipartite_rsienaDV       9    13              0
## 46  Network           0 self$bipartite_rsienaDV       6    13              0
## 47  Network           0 self$bipartite_rsienaDV      11    13              0
## 48  Network           0 self$bipartite_rsienaDV       5    13              0
## 49  Network           0 self$bipartite_rsienaDV      12    13              0
## 50  Network           0 self$bipartite_rsienaDV       3    13              0
## 51  Network           0 self$bipartite_rsienaDV       4    13              0
## 52  Network           0 self$bipartite_rsienaDV       5    13              0
## 53  Network           0 self$bipartite_rsienaDV       2    13              0
## 54  Network           0 self$bipartite_rsienaDV      12     1              0
## 55  Network           0 self$bipartite_rsienaDV      10    13              0
## 56  Network           0 self$bipartite_rsienaDV       2    13              0
## 57  Network           0 self$bipartite_rsienaDV      10     9              0
## 58  Network           0 self$bipartite_rsienaDV       7    13              0
## 59  Network           0 self$bipartite_rsienaDV       9    13              0
## 60  Network           0 self$bipartite_rsienaDV      12    13              0
## 61  Network           0 self$bipartite_rsienaDV       7    13              0
## 62  Network           0 self$bipartite_rsienaDV       2    11              0
## 63  Network           0 self$bipartite_rsienaDV       7    13              0
## 64  Network           0 self$bipartite_rsienaDV      11    13              0
## 65  Network           0 self$bipartite_rsienaDV       7    13              0
## 66  Network           0 self$bipartite_rsienaDV       9    13              0
## 67  Network           0 self$bipartite_rsienaDV      12    13              0
## 68  Network           0 self$bipartite_rsienaDV       9    13              0
## 69  Network           0 self$bipartite_rsienaDV       5    13              0
## 70  Network           0 self$bipartite_rsienaDV      11    13              0
## 71  Network           0 self$bipartite_rsienaDV       3    13              0
## 72  Network           0 self$bipartite_rsienaDV      10    13              0
## 73  Network           0 self$bipartite_rsienaDV       1    11              0
## 74  Network           0 self$bipartite_rsienaDV      12    13              0
## 75  Network           0 self$bipartite_rsienaDV       4    13              0
## 76  Network           0 self$bipartite_rsienaDV       5    13              0
## 77  Network           0 self$bipartite_rsienaDV      10     9              0
## 78  Network           0 self$bipartite_rsienaDV       4    13              0
## 79  Network           0 self$bipartite_rsienaDV      10    13              0
## 80  Network           0 self$bipartite_rsienaDV       9    13              0
## 81  Network           0 self$bipartite_rsienaDV      10    13              0
## 82  Network           0 self$bipartite_rsienaDV       1     5              0
## 83  Network           0 self$bipartite_rsienaDV       9    13              0
## 84  Network           0 self$bipartite_rsienaDV       9    13              0
## 85  Network           0 self$bipartite_rsienaDV       5    13              0
## 86  Network           0 self$bipartite_rsienaDV      11    13              0
## 87  Network           0 self$bipartite_rsienaDV       4    13              0
## 88  Network           0 self$bipartite_rsienaDV       9    13              0
## 89  Network           0 self$bipartite_rsienaDV       5    13              0
## 90  Network           0 self$bipartite_rsienaDV       1    13              0
## 91  Network           0 self$bipartite_rsienaDV       9    13              0
## 92  Network           0 self$bipartite_rsienaDV       9    13              0
## 93  Network           0 self$bipartite_rsienaDV      11    13              0
## 94  Network           0 self$bipartite_rsienaDV       8    13              0
## 95  Network           0 self$bipartite_rsienaDV       9    13              0
## 96  Network           0 self$bipartite_rsienaDV       8    13              0
## 97  Network           0 self$bipartite_rsienaDV      10    13              0
## 98  Network           0 self$bipartite_rsienaDV       6    13              0
## 99  Network           0 self$bipartite_rsienaDV       9    13              0
## 100 Network           0 self$bipartite_rsienaDV      10    13              0
## 101 Network           0 self$bipartite_rsienaDV      10    13              0
## 102 Network           0 self$bipartite_rsienaDV       8    13              0
## 103 Network           0 self$bipartite_rsienaDV       6    13              0
## 104 Network           0 self$bipartite_rsienaDV       4    13              0
## 105 Network           0 self$bipartite_rsienaDV      11    13              0
## 106 Network           0 self$bipartite_rsienaDV      11     4              0
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## 109 Network           0 self$bipartite_rsienaDV       5    13              0
## 110 Network           0 self$bipartite_rsienaDV       1    13              0
## 111 Network           0 self$bipartite_rsienaDV       3    13              0
## 112 Network           0 self$bipartite_rsienaDV      11    13              0
## 113 Network           0 self$bipartite_rsienaDV       1    13              0
## 114 Network           0 self$bipartite_rsienaDV       1     3              0
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## 116 Network           0 self$bipartite_rsienaDV       6    13              0
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## 119 Network           0 self$bipartite_rsienaDV       8     6              0
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## 122 Network           0 self$bipartite_rsienaDV       2    13              0
## 123 Network           0 self$bipartite_rsienaDV       1    13              0
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## 125 Network           0 self$bipartite_rsienaDV      10    13              0
## 126 Network           0 self$bipartite_rsienaDV      12    13              0
## 127 Network           0 self$bipartite_rsienaDV       2    13              0
## 128 Network           0 self$bipartite_rsienaDV       7    13              0
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## 131 Network           0 self$bipartite_rsienaDV       8    13              0
## 132 Network           0 self$bipartite_rsienaDV       9    13              0
## 133 Network           0 self$bipartite_rsienaDV       2    13              0
## 134 Network           0 self$bipartite_rsienaDV       4    13              0
## 135 Network           0 self$bipartite_rsienaDV       8    13              0
## 136 Network           0 self$bipartite_rsienaDV      10    13              0
## 137 Network           0 self$bipartite_rsienaDV      10    13              0
## 138 Network           0 self$bipartite_rsienaDV      11    13              0
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## 141 Network           0 self$bipartite_rsienaDV       5    13              0
## 142 Network           0 self$bipartite_rsienaDV       4    13              0
## 143 Network           0 self$bipartite_rsienaDV      10    13              0
## 144 Network           0 self$bipartite_rsienaDV      11    13              0
## 145 Network           0 self$bipartite_rsienaDV       7    13              0
## 146 Network           0 self$bipartite_rsienaDV       6    13              0
## 147 Network           0 self$bipartite_rsienaDV       8    13              0
## 148 Network           0 self$bipartite_rsienaDV       2    13              0
## 149 Network           0 self$bipartite_rsienaDV       5    13              0
## 150 Network           0 self$bipartite_rsienaDV       3    13              0
## 151 Network           0 self$bipartite_rsienaDV       7     2              0
## 152 Network           0 self$bipartite_rsienaDV       8    13              0
## 153 Network           0 self$bipartite_rsienaDV      11    13              0
## 154 Network           0 self$bipartite_rsienaDV       3    10              0
## 155 Network           0 self$bipartite_rsienaDV       5     7              0
## 156 Network           0 self$bipartite_rsienaDV       7    13              0
## 157 Network           0 self$bipartite_rsienaDV       4    13              0
## 158 Network           0 self$bipartite_rsienaDV       9    13              0
## 159 Network           0 self$bipartite_rsienaDV       8    13              0
## 160 Network           0 self$bipartite_rsienaDV      11    13              0
## 161 Network           0 self$bipartite_rsienaDV       7    13              0
## 162 Network           0 self$bipartite_rsienaDV       3    13              0
## 163 Network           0 self$bipartite_rsienaDV       9    13              0
## 164 Network           0 self$bipartite_rsienaDV       7    11              0
## 165 Network           0 self$bipartite_rsienaDV      10    13              0
## 166 Network           0 self$bipartite_rsienaDV       3    13              0
## 167 Network           0 self$bipartite_rsienaDV      10    13              0
## 168 Network           0 self$bipartite_rsienaDV       7    13              0
## 169 Network           0 self$bipartite_rsienaDV      10    13              0
## 170 Network           0 self$bipartite_rsienaDV       7    13              0
## 171 Network           0 self$bipartite_rsienaDV       1    13              0
## 172 Network           0 self$bipartite_rsienaDV      12    13              0
## 173 Network           0 self$bipartite_rsienaDV      11    13              0
## 174 Network           0 self$bipartite_rsienaDV      12    13              0
## 175 Network           0 self$bipartite_rsienaDV       4     6              0
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## 177 Network           0 self$bipartite_rsienaDV       8    13              0
## 178 Network           0 self$bipartite_rsienaDV       4    13              0
## 179 Network           0 self$bipartite_rsienaDV       9    13              0
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## 181 Network           0 self$bipartite_rsienaDV       8    13              0
## 182 Network           0 self$bipartite_rsienaDV       2    13              0
## 183 Network           0 self$bipartite_rsienaDV       9    13              0
## 184 Network           0 self$bipartite_rsienaDV       6    13              0
## 185 Network           0 self$bipartite_rsienaDV       8    13              0
## 186 Network           0 self$bipartite_rsienaDV       1     6              0
## 187 Network           0 self$bipartite_rsienaDV       4    13              0
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## 189 Network           0 self$bipartite_rsienaDV      11    13              0
## 190 Network           0 self$bipartite_rsienaDV       9    13              0
## 191 Network           0 self$bipartite_rsienaDV      11    12              0
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## 193 Network           0 self$bipartite_rsienaDV       6    13              0
## 194 Network           0 self$bipartite_rsienaDV       6    13              0
## 195 Network           0 self$bipartite_rsienaDV       9    13              0
## 196 Network           0 self$bipartite_rsienaDV      11    13              0
## 197 Network           0 self$bipartite_rsienaDV      12    13              0
## 198 Network           0 self$bipartite_rsienaDV       7    13              0
## 199 Network           0 self$bipartite_rsienaDV      11    13              0
## 200 Network           0 self$bipartite_rsienaDV       5     4              0
## 201 Network           0 self$bipartite_rsienaDV       2    13              0
## 202 Network           0 self$bipartite_rsienaDV       6    10              0
## 203 Network           0 self$bipartite_rsienaDV       7    13              0
## 204 Network           0 self$bipartite_rsienaDV       8    13              0
## 205 Network           0 self$bipartite_rsienaDV       2    13              0
## 206 Network           0 self$bipartite_rsienaDV      12    13              0
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## 210 Network           0 self$bipartite_rsienaDV      10    13              0
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## 213 Network           0 self$bipartite_rsienaDV       9    13              0
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## 216 Network           0 self$bipartite_rsienaDV      10    13              0
## 217 Network           0 self$bipartite_rsienaDV       9    13              0
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## 220 Network           0 self$bipartite_rsienaDV       3    13              0
## 221 Network           0 self$bipartite_rsienaDV       6    13              0
## 222 Network           0 self$bipartite_rsienaDV       5    13              0
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## 225 Network           0 self$bipartite_rsienaDV      10    13              0
## 226 Network           0 self$bipartite_rsienaDV      10    11              0
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## 231 Network           0 self$bipartite_rsienaDV       9    13              0
## 232 Network           0 self$bipartite_rsienaDV       9    13              0
## 233 Network           0 self$bipartite_rsienaDV       7    13              0
## 234 Network           0 self$bipartite_rsienaDV       7    13              0
## 235 Network           0 self$bipartite_rsienaDV      12    13              0
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## 237 Network           0 self$bipartite_rsienaDV       8    13              0
## 238 Network           0 self$bipartite_rsienaDV       6    13              0
## 239 Network           0 self$bipartite_rsienaDV       8    12              0
## 240 Network           0 self$bipartite_rsienaDV       8    13              0
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## 242 Network           0 self$bipartite_rsienaDV      10    13              0
## 243 Network           0 self$bipartite_rsienaDV       1    13              0
## 244 Network           0 self$bipartite_rsienaDV       8    13              0
## 245 Network           0 self$bipartite_rsienaDV       5    13              0
## 246 Network           0 self$bipartite_rsienaDV      11    13              0
## 247 Network           0 self$bipartite_rsienaDV       2    13              0
## 248 Network           0 self$bipartite_rsienaDV       1    13              0
## 249 Network           0 self$bipartite_rsienaDV       4    13              0
## 250 Network           0 self$bipartite_rsienaDV      10    11              0
## 251 Network           0 self$bipartite_rsienaDV       1    13              0
## 252 Network           0 self$bipartite_rsienaDV      11    13              0
## 253 Network           0 self$bipartite_rsienaDV       9    13              0
## 254 Network           0 self$bipartite_rsienaDV       3    13              0
## 255 Network           0 self$bipartite_rsienaDV       5    10              0
## 256 Network           0 self$bipartite_rsienaDV       5    13              0
## 257 Network           0 self$bipartite_rsienaDV       4    13              0
## 258 Network           0 self$bipartite_rsienaDV       6    13              0
## 259 Network           0 self$bipartite_rsienaDV       8    13              0
## 260 Network           0 self$bipartite_rsienaDV       1    13              0
## 261 Network           0 self$bipartite_rsienaDV       8    13              0
## 262 Network           0 self$bipartite_rsienaDV       1    13              0
## 263 Network           0 self$bipartite_rsienaDV       7    13              0
## 264 Network           0 self$bipartite_rsienaDV       4    13              0
## 265 Network           0 self$bipartite_rsienaDV       3    13              0
## 266 Network           0 self$bipartite_rsienaDV       5    13              0
## 267 Network           0 self$bipartite_rsienaDV       6    13              0
## 268 Network           0 self$bipartite_rsienaDV       5     8              0
## 269 Network           0 self$bipartite_rsienaDV       8    13              0
## 270 Network           0 self$bipartite_rsienaDV      12    13              0
## 271 Network           0 self$bipartite_rsienaDV       7    13              0
## 272 Network           0 self$bipartite_rsienaDV      11    13              0
## 273 Network           0 self$bipartite_rsienaDV       5    13              0
## 274 Network           0 self$bipartite_rsienaDV       9    13              0
## 275 Network           0 self$bipartite_rsienaDV       8    13              0
## 276 Network           0 self$bipartite_rsienaDV      11    13              0
## 277 Network           0 self$bipartite_rsienaDV       1    13              0
## 278 Network           0 self$bipartite_rsienaDV       4    13              0
## 279 Network           0 self$bipartite_rsienaDV      12    13              0
## 280 Network           0 self$bipartite_rsienaDV       5    13              0
## 281 Network           0 self$bipartite_rsienaDV       1    13              0
## 282 Network           0 self$bipartite_rsienaDV      10     2              0
## 283 Network           0 self$bipartite_rsienaDV       2    13              0
## 284 Network           0 self$bipartite_rsienaDV      11    13              0
## 285 Network           0 self$bipartite_rsienaDV       8    13              0
## 286 Network           0 self$bipartite_rsienaDV       9    13              0
## 287 Network           0 self$bipartite_rsienaDV       6     6              0
## 288 Network           0 self$bipartite_rsienaDV       9    13              0
## 289 Network           0 self$bipartite_rsienaDV      10    13              0
## 290 Network           0 self$bipartite_rsienaDV       4    13              0
## 291 Network           0 self$bipartite_rsienaDV       8    13              0
## 292 Network           0 self$bipartite_rsienaDV       8    13              0
## 293 Network           0 self$bipartite_rsienaDV       5    13              0
## 294 Network           0 self$bipartite_rsienaDV       6    13              0
## 295 Network           0 self$bipartite_rsienaDV       1    13              0
## 296 Network           0 self$bipartite_rsienaDV      12    13              0
## 297 Network           0 self$bipartite_rsienaDV       1    13              0
## 298 Network           0 self$bipartite_rsienaDV       9    13              0
## 299 Network           0 self$bipartite_rsienaDV      10    13              0
## 300 Network           0 self$bipartite_rsienaDV       7    11              0
## 301 Network           0 self$bipartite_rsienaDV      12    13              0
## 302 Network           0 self$bipartite_rsienaDV       1    13              0
## 303 Network           0 self$bipartite_rsienaDV       1    13              0
## 304 Network           0 self$bipartite_rsienaDV       6    13              0
## 305 Network           0 self$bipartite_rsienaDV       9    13              0
## 306 Network           0 self$bipartite_rsienaDV      12    13              0
## 307 Network           0 self$bipartite_rsienaDV      11    13              0
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## 309 Network           0 self$bipartite_rsienaDV       7    13              0
## 310 Network           0 self$bipartite_rsienaDV       5    13              0
## 311 Network           0 self$bipartite_rsienaDV       3    13              0
## 312 Network           0 self$bipartite_rsienaDV       5    13              0
## 313 Network           0 self$bipartite_rsienaDV       6    13              0
## 314 Network           0 self$bipartite_rsienaDV      10     7              0
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## 316 Network           0 self$bipartite_rsienaDV       6    13              0
## 317 Network           0 self$bipartite_rsienaDV      11    13              0
## 318 Network           0 self$bipartite_rsienaDV       6     8              0
## 319 Network           0 self$bipartite_rsienaDV       7    13              0
## 320 Network           0 self$bipartite_rsienaDV      12    11              0
## 321 Network           0 self$bipartite_rsienaDV       4    13              0
## 322 Network           0 self$bipartite_rsienaDV       1    13              0
## 323 Network           0 self$bipartite_rsienaDV       6    13              0
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## 325 Network           0 self$bipartite_rsienaDV      10     9              0
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## 330 Network           0 self$bipartite_rsienaDV       4     5              0
## 331 Network           0 self$bipartite_rsienaDV       8    13              0
## 332 Network           0 self$bipartite_rsienaDV      12    13              0
## 333 Network           0 self$bipartite_rsienaDV       2    13              0
## 334 Network           0 self$bipartite_rsienaDV       8    13              0
## 335 Network           0 self$bipartite_rsienaDV       2    13              0
## 336 Network           0 self$bipartite_rsienaDV       8    13              0
## 337 Network           0 self$bipartite_rsienaDV       8    13              0
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## 339 Network           0 self$bipartite_rsienaDV       9    13              0
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## 341 Network           0 self$bipartite_rsienaDV       3    13              0
## 342 Network           0 self$bipartite_rsienaDV      12     7              0
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## 345 Network           0 self$bipartite_rsienaDV      11    13              0
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## 347 Network           0 self$bipartite_rsienaDV       2    13              0
## 348 Network           0 self$bipartite_rsienaDV       7    13              0
## 349 Network           0 self$bipartite_rsienaDV      12    13              0
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## 351 Network           0 self$bipartite_rsienaDV       9    13              0
## 352 Network           0 self$bipartite_rsienaDV       8    13              0
## 353 Network           0 self$bipartite_rsienaDV       2    13              0
## 354 Network           0 self$bipartite_rsienaDV       3    13              0
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## 357 Network           0 self$bipartite_rsienaDV       6    13              0
## 358 Network           0 self$bipartite_rsienaDV       8    13              0
## 359 Network           0 self$bipartite_rsienaDV       7    13              0
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## 364 Network           0 self$bipartite_rsienaDV      10    13              0
## 365 Network           0 self$bipartite_rsienaDV      12    13              0
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## 370 Network           0 self$bipartite_rsienaDV       8    13              0
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## 372 Network           0 self$bipartite_rsienaDV       9     4              0
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## 374 Network           0 self$bipartite_rsienaDV       9    13              0
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## 376 Network           0 self$bipartite_rsienaDV      11    13              0
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## 380 Network           0 self$bipartite_rsienaDV       8    13              0
## 381 Network           0 self$bipartite_rsienaDV       2    13              0
## 382 Network           0 self$bipartite_rsienaDV       3    13              0
## 383 Network           0 self$bipartite_rsienaDV       8    13              0
## 384 Network           0 self$bipartite_rsienaDV       1    13              0
## 385 Network           0 self$bipartite_rsienaDV      12    13              0
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## 388 Network           0 self$bipartite_rsienaDV      12    13              0
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## 390 Network           0 self$bipartite_rsienaDV       2    13              0
## 391 Network           0 self$bipartite_rsienaDV       9    13              0
## 392 Network           0 self$bipartite_rsienaDV      10    11              0
## 393 Network           0 self$bipartite_rsienaDV      12    13              0
## 394 Network           0 self$bipartite_rsienaDV      11    13              0
## 395 Network           0 self$bipartite_rsienaDV      11    13              0
## 396 Network           0 self$bipartite_rsienaDV      12    13              0
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## 400 Network           0 self$bipartite_rsienaDV      10    13              0
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## 402 Network           0 self$bipartite_rsienaDV       6    13              0
## 403 Network           0 self$bipartite_rsienaDV       8    13              0
## 404 Network           0 self$bipartite_rsienaDV      11     3              0
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## 407 Network           0 self$bipartite_rsienaDV       3    13              0
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## 410 Network           0 self$bipartite_rsienaDV       7    13              0
## 411 Network           0 self$bipartite_rsienaDV       4    13              0
## 412 Network           0 self$bipartite_rsienaDV      11    13              0
## 413 Network           0 self$bipartite_rsienaDV       3    13              0
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## 415 Network           0 self$bipartite_rsienaDV       6    13              0
## 416 Network           0 self$bipartite_rsienaDV       2    13              0
## 417 Network           0 self$bipartite_rsienaDV       8    13              0
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## 419 Network           0 self$bipartite_rsienaDV       7    13              0
## 420 Network           0 self$bipartite_rsienaDV       9    13              0
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## 422 Network           0 self$bipartite_rsienaDV       6    13              0
## 423 Network           0 self$bipartite_rsienaDV       9    13              0
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## 426 Network           0 self$bipartite_rsienaDV       8    13              0
## 427 Network           0 self$bipartite_rsienaDV       9    13              0
## 428 Network           0 self$bipartite_rsienaDV       7    13              0
## 429 Network           0 self$bipartite_rsienaDV       9    13              0
## 430 Network           0 self$bipartite_rsienaDV      10    13              0
## 431 Network           0 self$bipartite_rsienaDV       9    13              0
## 432 Network           0 self$bipartite_rsienaDV      10    13              0
## 433 Network           0 self$bipartite_rsienaDV      12    13              0
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## 435 Network           0 self$bipartite_rsienaDV       6    13              0
## 436 Network           0 self$bipartite_rsienaDV      12    13              0
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## 438 Network           0 self$bipartite_rsienaDV       9    13              0
## 439 Network           0 self$bipartite_rsienaDV      11    13              0
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## 442 Network           0 self$bipartite_rsienaDV       9    13              0
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## 444 Network           0 self$bipartite_rsienaDV      10     7              0
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## 446 Network           0 self$bipartite_rsienaDV       7    13              0
## 447 Network           0 self$bipartite_rsienaDV       2    13              0
## 448 Network           0 self$bipartite_rsienaDV       7    13              0
## 449 Network           0 self$bipartite_rsienaDV      10    13              0
## 450 Network           0 self$bipartite_rsienaDV      12    13              0
## 451 Network           0 self$bipartite_rsienaDV       3    13              0
## 452 Network           0 self$bipartite_rsienaDV      11    13              0
## 453 Network           0 self$bipartite_rsienaDV       5    13              0
## 454 Network           0 self$bipartite_rsienaDV      10    13              0
## 455 Network           0 self$bipartite_rsienaDV       6    13              0
## 456 Network           0 self$bipartite_rsienaDV      10    13              0
## 457 Network           0 self$bipartite_rsienaDV       1    13              0
## 458 Network           0 self$bipartite_rsienaDV       7     3              0
## 459 Network           0 self$bipartite_rsienaDV       9    13              0
## 460 Network           0 self$bipartite_rsienaDV       1    12              0
## 461 Network           0 self$bipartite_rsienaDV      10    13              0
## 462 Network           0 self$bipartite_rsienaDV      12    13              0
## 463 Network           0 self$bipartite_rsienaDV       1    13              0
## 464 Network           0 self$bipartite_rsienaDV      10    13              0
## 465 Network           0 self$bipartite_rsienaDV       8    13              0
## 466 Network           0 self$bipartite_rsienaDV       8    13              0
## 467 Network           0 self$bipartite_rsienaDV       5    13              0
## 468 Network           0 self$bipartite_rsienaDV       3    13              0
## 469 Network           0 self$bipartite_rsienaDV      12    13              0
## 470 Network           0 self$bipartite_rsienaDV       9     8              0
## 471 Network           0 self$bipartite_rsienaDV       2     2              0
## 472 Network           0 self$bipartite_rsienaDV       2    13              0
## 473 Network           0 self$bipartite_rsienaDV       1    11              0
## 474 Network           0 self$bipartite_rsienaDV      12    11              0
## 475 Network           0 self$bipartite_rsienaDV      10    13              0
## 476 Network           0 self$bipartite_rsienaDV       3    13              0
## 477 Network           0 self$bipartite_rsienaDV       8    13              0
## 478 Network           0 self$bipartite_rsienaDV       3    13              0
## 479 Network           0 self$bipartite_rsienaDV      10     8              0
## 480 Network           0 self$bipartite_rsienaDV       8    13              0
## 481 Network           0 self$bipartite_rsienaDV       1    13              0
## 482 Network           0 self$bipartite_rsienaDV       9    13              0
## 483 Network           0 self$bipartite_rsienaDV      11    13              0
## 484 Network           0 self$bipartite_rsienaDV      10    10              0
## 485 Network           0 self$bipartite_rsienaDV       1    13              0
## 486 Network           0 self$bipartite_rsienaDV      10    13              0
## 487 Network           0 self$bipartite_rsienaDV       9    13              0
## 488 Network           0 self$bipartite_rsienaDV       1    13              0
## 489 Network           0 self$bipartite_rsienaDV       6    13              0
## 490 Network           0 self$bipartite_rsienaDV       7     1              0
## 491 Network           0 self$bipartite_rsienaDV       2    13              0
## 492 Network           0 self$bipartite_rsienaDV       2    13              0
## 493 Network           0 self$bipartite_rsienaDV       5    13              0
## 494 Network           0 self$bipartite_rsienaDV       4    13              0
## 495 Network           0 self$bipartite_rsienaDV       1    13              0
## 496 Network           0 self$bipartite_rsienaDV      10    13              0
## 497 Network           0 self$bipartite_rsienaDV       7    13              0
## 498 Network           0 self$bipartite_rsienaDV       5    13              0
## 499 Network           0 self$bipartite_rsienaDV      10    13              0
## 500 Network           0 self$bipartite_rsienaDV      11    13              0
## 501 Network           0 self$bipartite_rsienaDV       5    13              0
## 502 Network           0 self$bipartite_rsienaDV      10    13              0
## 503 Network           0 self$bipartite_rsienaDV       7    13              0
## 504 Network           0 self$bipartite_rsienaDV      10    12              0
## 505 Network           0 self$bipartite_rsienaDV       1    13              0
## 506 Network           0 self$bipartite_rsienaDV       4    13              0
## 507 Network           0 self$bipartite_rsienaDV      11    13              0
## 508 Network           0 self$bipartite_rsienaDV      11    13              0
## 509 Network           0 self$bipartite_rsienaDV       2    13              0
## 510 Network           0 self$bipartite_rsienaDV       7     4              0
## 511 Network           0 self$bipartite_rsienaDV       5    13              0
## 512 Network           0 self$bipartite_rsienaDV      11    13              0
## 513 Network           0 self$bipartite_rsienaDV       1    13              0
## 514 Network           0 self$bipartite_rsienaDV       8    13              0
## 515 Network           0 self$bipartite_rsienaDV       3    13              0
## 516 Network           0 self$bipartite_rsienaDV      10    11              0
## 517 Network           0 self$bipartite_rsienaDV       1    13              0
## 518 Network           0 self$bipartite_rsienaDV      11    13              0
## 519 Network           0 self$bipartite_rsienaDV       2    13              0
## 520 Network           0 self$bipartite_rsienaDV       6     3              0
## 521 Network           0 self$bipartite_rsienaDV      11    13              0
## 522 Network           0 self$bipartite_rsienaDV       9    13              0
## 523 Network           0 self$bipartite_rsienaDV       8    13              0
## 524 Network           0 self$bipartite_rsienaDV       7    13              0
## 525 Network           0 self$bipartite_rsienaDV       4    13              0
## 526 Network           0 self$bipartite_rsienaDV       4    13              0
## 527 Network           0 self$bipartite_rsienaDV       3    13              0
## 528 Network           0 self$bipartite_rsienaDV       5    13              0
## 529 Network           0 self$bipartite_rsienaDV      12    13              0
## 530 Network           0 self$bipartite_rsienaDV       3    13              0
## 531 Network           0 self$bipartite_rsienaDV       3    13              0
## 532 Network           0 self$bipartite_rsienaDV       8    13              0
## 533 Network           0 self$bipartite_rsienaDV       6    13              0
## 534 Network           0 self$bipartite_rsienaDV      11    13              0
## 535 Network           0 self$bipartite_rsienaDV      10    13              0
## 536 Network           0 self$bipartite_rsienaDV       7    13              0
## 537 Network           0 self$bipartite_rsienaDV      11    13              0
## 538 Network           0 self$bipartite_rsienaDV       3    13              0
## 539 Network           0 self$bipartite_rsienaDV      12    13              0
## 540 Network           0 self$bipartite_rsienaDV       1    13              0
## 541 Network           0 self$bipartite_rsienaDV      11    13              0
## 542 Network           0 self$bipartite_rsienaDV       2    10              0
## 543 Network           0 self$bipartite_rsienaDV       5    13              0
## 544 Network           0 self$bipartite_rsienaDV       3    13              0
## 545 Network           0 self$bipartite_rsienaDV      11    13              0
## 546 Network           0 self$bipartite_rsienaDV       1    13              0
## 547 Network           0 self$bipartite_rsienaDV       6    13              0
## 548 Network           0 self$bipartite_rsienaDV      12    13              0
## 549 Network           0 self$bipartite_rsienaDV      11    13              0
## 550 Network           0 self$bipartite_rsienaDV       5    13              0
## 551 Network           0 self$bipartite_rsienaDV       2    13              0
## 552 Network           0 self$bipartite_rsienaDV       9    13              0
## 553 Network           0 self$bipartite_rsienaDV      12    13              0
## 554 Network           0 self$bipartite_rsienaDV       4    13              0
## 555 Network           0 self$bipartite_rsienaDV       9    10              0
## 556 Network           0 self$bipartite_rsienaDV      11    13              0
## 557 Network           0 self$bipartite_rsienaDV       1    13              0
## 558 Network           0 self$bipartite_rsienaDV       2    13              0
## 559 Network           0 self$bipartite_rsienaDV       1    13              0
## 560 Network           0 self$bipartite_rsienaDV       1    13              0
## 561 Network           0 self$bipartite_rsienaDV       2    13              0
## 562 Network           0 self$bipartite_rsienaDV       9    13              0
## 563 Network           0 self$bipartite_rsienaDV       2    13              0
## 564 Network           0 self$bipartite_rsienaDV       6    13              0
## 565 Network           0 self$bipartite_rsienaDV       6     6              0
## 566 Network           0 self$bipartite_rsienaDV       4    13              0
## 567 Network           0 self$bipartite_rsienaDV      10    13              0
## 568 Network           0 self$bipartite_rsienaDV       8    13              0
## 569 Network           0 self$bipartite_rsienaDV       3    13              0
## 570 Network           0 self$bipartite_rsienaDV       3    13              0
## 571 Network           0 self$bipartite_rsienaDV       4     7              0
## 572 Network           0 self$bipartite_rsienaDV       8     9              0
## 573 Network           0 self$bipartite_rsienaDV       4    13              0
## 574 Network           0 self$bipartite_rsienaDV       1     9              0
## 575 Network           0 self$bipartite_rsienaDV       1    13              0
## 576 Network           0 self$bipartite_rsienaDV       3    13              0
## 577 Network           0 self$bipartite_rsienaDV       4    13              0
## 578 Network           0 self$bipartite_rsienaDV       7    13              0
## 579 Network           0 self$bipartite_rsienaDV       5    13              0
## 580 Network           0 self$bipartite_rsienaDV       4    13              0
## 581 Network           0 self$bipartite_rsienaDV      12    13              0
## 582 Network           0 self$bipartite_rsienaDV       1     3              0
## 583 Network           0 self$bipartite_rsienaDV       5    13              0
## 584 Network           0 self$bipartite_rsienaDV      10    13              0
## 585 Network           0 self$bipartite_rsienaDV       5    13              0
## 586 Network           0 self$bipartite_rsienaDV       6    13              0
## 587 Network           0 self$bipartite_rsienaDV       2     7              0
## 588 Network           0 self$bipartite_rsienaDV       2    13              0
## 589 Network           0 self$bipartite_rsienaDV       2    13              0
## 590 Network           0 self$bipartite_rsienaDV      11    13              0
## 591 Network           0 self$bipartite_rsienaDV       6    13              0
## 592 Network           0 self$bipartite_rsienaDV      10    13              0
## 593 Network           0 self$bipartite_rsienaDV       5     9              0
## 594 Network           0 self$bipartite_rsienaDV       3    13              0
## 595 Network           0 self$bipartite_rsienaDV       3    13              0
## 596 Network           0 self$bipartite_rsienaDV       2    13              0
## 597 Network           0 self$bipartite_rsienaDV       6    13              0
## 598 Network           0 self$bipartite_rsienaDV       1    13              0
## 599 Network           0 self$bipartite_rsienaDV       4    13              0
## 600 Network           0 self$bipartite_rsienaDV       3    13              0
##     reciprocal_rate LogOptionSetProb LogChoiceProb diagonal stability
## 1        0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 2        0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 3        0.08333333        -2.484907    -4.7563449    FALSE     FALSE
## 4        0.08333333        -2.484907    -4.7735131    FALSE     FALSE
## 5        0.08333333        -2.484907    -0.1058201    FALSE      TRUE
## 6        0.08333333        -2.484907    -0.1124967    FALSE      TRUE
## 7        0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 8        0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 9        0.08333333        -2.484907    -0.1495973    FALSE      TRUE
## 10       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 11       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 12       0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 13       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 14       0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 15       0.08333333        -2.484907    -0.1058201    FALSE      TRUE
## 16       0.08333333        -2.484907    -0.1058201    FALSE      TRUE
## 17       0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 18       0.08333333        -2.484907    -0.1080799    FALSE      TRUE
## 19       0.08333333        -2.484907    -0.1080799    FALSE      TRUE
## 20       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 21       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 22       0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 23       0.08333333        -2.484907    -0.1495973    FALSE      TRUE
## 24       0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 25       0.08333333        -2.484907    -0.1495973    FALSE      TRUE
## 26       0.08333333        -2.484907    -0.1495973    FALSE      TRUE
## 27       0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 28       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 29       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 30       0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 31       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 32       0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 33       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 34       0.08333333        -2.484907    -0.1495973    FALSE      TRUE
## 35       0.08333333        -2.484907    -4.5395621    FALSE     FALSE
## 36       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 37       0.08333333        -2.484907    -4.4035747    FALSE     FALSE
## 38       0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 39       0.08333333        -2.484907    -4.6153886    FALSE     FALSE
## 40       0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 41       0.08333333        -2.484907    -0.1080799    FALSE      TRUE
## 42       0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 43       0.08333333        -2.484907    -0.1124967    FALSE      TRUE
## 44       0.08333333        -2.484907    -0.1058201    FALSE      TRUE
## 45       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 46       0.08333333        -2.484907    -0.1058201    FALSE      TRUE
## 47       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 48       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 49       0.08333333        -2.484907    -0.1080799    FALSE      TRUE
## 50       0.08333333        -2.484907    -0.1124967    FALSE      TRUE
## 51       0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 52       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 53       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 54       0.08333333        -2.484907    -4.6957604    FALSE     FALSE
## 55       0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 56       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 57       0.08333333        -2.484907    -4.4835917    FALSE     FALSE
## 58       0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 59       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 60       0.08333333        -2.484907    -0.1080799    FALSE      TRUE
## 61       0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 62       0.08333333        -2.484907    -4.6075142    FALSE     FALSE
## 63       0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 64       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 65       0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 66       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 67       0.08333333        -2.484907    -0.1080799    FALSE      TRUE
## 68       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 69       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 70       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 71       0.08333333        -2.484907    -0.1124967    FALSE      TRUE
## 72       0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 73       0.08333333        -2.484907    -4.5535023    FALSE     FALSE
## 74       0.08333333        -2.484907    -0.1080799    FALSE      TRUE
## 75       0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 76       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 77       0.08333333        -2.484907    -4.4835917    FALSE     FALSE
## 78       0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 79       0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 80       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 81       0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 82       0.08333333        -2.484907    -4.5471425    FALSE     FALSE
## 83       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 84       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 85       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 86       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 87       0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 88       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 89       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 90       0.08333333        -2.484907    -0.1495973    FALSE      TRUE
## 91       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 92       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 93       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 94       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 95       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 96       0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 97       0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 98       0.08333333        -2.484907    -0.1058201    FALSE      TRUE
## 99       0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 100      0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 101      0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 102      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 103      0.08333333        -2.484907    -0.1058201    FALSE      TRUE
## 104      0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 105      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 106      0.08333333        -2.484907    -4.6075142    FALSE     FALSE
## 107      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 108      0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 109      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 110      0.08333333        -2.484907    -0.1495973    FALSE      TRUE
## 111      0.08333333        -2.484907    -0.1124967    FALSE      TRUE
## 112      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 113      0.08333333        -2.484907    -0.1495973    FALSE      TRUE
## 114      0.08333333        -2.484907    -4.5703106    FALSE     FALSE
## 115      0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 116      0.08333333        -2.484907    -0.1058201    FALSE      TRUE
## 117      0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 118      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 119      0.08333333        -2.484907    -4.6075142    FALSE     FALSE
## 120      0.08333333        -2.484907    -4.5556122    FALSE     FALSE
## 121      0.08333333        -2.484907    -0.1495973    FALSE      TRUE
## 122      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 123      0.08333333        -2.484907    -0.1495973    FALSE      TRUE
## 124      0.08333333        -2.484907    -0.1495973    FALSE      TRUE
## 125      0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 126      0.08333333        -2.484907    -0.1080799    FALSE      TRUE
## 127      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 128      0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 129      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 130      0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 131      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 132      0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 133      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 134      0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 135      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 136      0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 137      0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 138      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 139      0.08333333        -2.484907    -4.6075142    FALSE     FALSE
## 140      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 141      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 142      0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 143      0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 144      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 145      0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 146      0.08333333        -2.484907    -0.1058201    FALSE      TRUE
## 147      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 148      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 149      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 150      0.08333333        -2.484907    -0.1124967    FALSE      TRUE
## 151      0.08333333        -2.484907    -4.5389726    FALSE     FALSE
## 152      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 153      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 154      0.08333333        -2.484907    -4.8855082    FALSE     FALSE
## 155      0.08333333        -2.484907    -4.6075142    FALSE     FALSE
## 156      0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 157      0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 158      0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 159      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 160      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 161      0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 162      0.08333333        -2.484907    -0.1124967    FALSE      TRUE
## 163      0.08333333        -2.484907    -0.1097065    FALSE      TRUE
## 164      0.08333333        -2.484907    -4.3303337    FALSE     FALSE
## 165      0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 166      0.08333333        -2.484907    -0.1124967    FALSE      TRUE
## 167      0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 168      0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 169      0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 170      0.08333333        -2.484907    -0.1409955    FALSE      TRUE
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## 570      0.08333333        -2.484907    -0.1124967    FALSE      TRUE
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## 572      0.08333333        -2.484907    -4.6075142    FALSE     FALSE
## 573      0.08333333        -2.484907    -0.1473464    FALSE      TRUE
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## 576      0.08333333        -2.484907    -0.1124967    FALSE      TRUE
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## 578      0.08333333        -2.484907    -0.1409955    FALSE      TRUE
## 579      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 580      0.08333333        -2.484907    -0.1473464    FALSE      TRUE
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## 584      0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 585      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 586      0.08333333        -2.484907    -0.1058201    FALSE      TRUE
## 587      0.08333333        -2.484907    -4.6075142    FALSE     FALSE
## 588      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 589      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 590      0.08333333        -2.484907    -0.1275142    FALSE      TRUE
## 591      0.08333333        -2.484907    -0.1058201    FALSE      TRUE
## 592      0.08333333        -2.484907    -0.1471324    FALSE      TRUE
## 593      0.08333333        -2.484907    -4.6075142    FALSE     FALSE
## 594      0.08333333        -2.484907    -0.1124967    FALSE      TRUE
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## 599      0.08333333        -2.484907    -0.1473464    FALSE      TRUE
## 600      0.08333333        -2.484907    -0.1124967    FALSE      TRUE
##     tie_change chain_step_id
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## 576      FALSE           574
## 577      FALSE           574
## 578      FALSE           574
## 579      FALSE           574
## 580      FALSE           574
## 581      FALSE           574
## 582       TRUE           582
## 583      FALSE           582
## 584      FALSE           582
## 585      FALSE           582
## 586      FALSE           582
## 587       TRUE           587
## 588      FALSE           587
## 589      FALSE           587
## 590      FALSE           587
## 591      FALSE           587
## 592      FALSE           587
## 593       TRUE           593
## 594      FALSE           593
## 595      FALSE           593
## 596      FALSE           593
## 597      FALSE           593
## 598      FALSE           593
## 599      FALSE           593
## 600      FALSE           593
## 
##  16.67%
##  33.33%
##  50.00%
##  66.67%
##  83.33%
##  100.00%
## =====================================================================================================
##                                                                                 Model 1              
## -----------------------------------------------------------------------------------------------------
## Rate parameter period 1                                                           0.0788 (0.0747)    
## outdegree (density)                                                              -0.3000 (0.0000) ***
## indegree - popularity                                                             0.2000 (0.0000) ***
## outdegree - activity                                                              0.1000 (0.0000) ***
## XW=>X closure of self$component_1_coDyadCovar                                     0.0200 (0.0000) ***
## self$component_2_coDyadCovar                                                      0.0000 (0.0000)    
## self$strat_1_coCovar ego                                                          0.2000 (0.0000) ***
## ind. pop.^(1/0.2) weighted self$strat_2_coCovar                                   0.2000 (0.0000) ***
## self$strat_3_coCovar tot in-alter dist 2                                          0.0000 (0.0000)    
## self$strat_1_coCovar ego x XW=>X closure of self$component_1_coDyadCovar         -0.0100 (0.0000) ***
## ind. pop.^(1/0.2) weighted self$strat_2_coCovar x self$component_2_coDyadCovar    0.1000 (0.0000) ***
## self$strat_3_coCovar tot in-alter dist 2 x self$component_2_coDyadCovar           0.1000 (0.0000) ***
## -----------------------------------------------------------------------------------------------------
## Iterations                                                                      600                  
## =====================================================================================================
## *** p < 0.001; ** p < 0.01; * p < 0.05

2.5 Plot Actor Degrees (Component Scope and Common Affiliation Social Ties)

Time series is simulated decision steps.

##
env2$plot_actor_degrees(loess_span = 0.25)
## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'

2.6 Plot Component Degrees (Membership/Popularity and Common Actor Epistasis Ties)

##
env2$plot_component_degrees(loess_span = 0.35)
## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'

2.7 Plot Utility by Strategy over Time (Simulated Decision Steps)

## [1] 7200    5
## `geom_smooth()` using formula = 'y ~ x'
## `geom_smooth()` using formula = 'y ~ x'

2.8 Plot Utility by Actor over Time (Simulated Decision Steps)

2.9 Plot Contributions to Actor Utility colored by Strategy

Time series is simulated decision steps.

##
env2$plot_utility_components(loess_span=0.35)
## `geom_smooth()` using formula = 'y ~ x'

2.10 Plot Actor Utility Timeseries and Distribution by Strategy

env2$plot_actor_utility_strategy_summary()

2.11 Fitness Landscape Peaks Distribution

Number of changes to component ties as distance from counterfactual affiliation configurations

## Use random uniform values for all combinations like traditional NK model
env2$compute_fitness_landscape(component_coCovar=NA)
## 
## The mean number of peaks per landscape is: 749.3 
## 
## The std. deviation of the number of peaks per landscape is: 138.9339 
## 
## The skewness of the number of peaks per landscape is: -0.06420876 
## 
## The kurtosis of the number of peaks per landscape is: -0.5451137 
## 
## Elapsed time: 39.1 sec
## Use the component values as the means of random noise for different payoff combinations 
# env2$compute_fitness_landscape(component_coCovar=1)
## LOWER SD of component values noise for different payoff combinations 
# env2$compute_fitness_landscape(component_coCovar=1, component_value_sd=0.01)
## HIGHER SD of component values noise for different payoff combinations 
# env2$compute_fitness_landscape(component_coCovar=1, component_value_sd=0.5)
## 1st and last state of the bipartite matrix system
# dim(env1$fitness_landscape)

hist(env2$fitness_landscape[ 1, , dim(env2$fitness_landscape)[3]-1 ],
     main='Fitness Distribution of Landscape Draw 1', xlab='Fitness')

hist(env2$fitness_landscape[ 1, , dim(env2$fitness_landscape)[3] ],
     main='Peaks Distribution over configurations in Landscape Draw 1', xlab='Peak')

End.